Platform Overview

Lyrapro is a website audit platform developed and operated by PMW Communications Limited. This page summarises what the platform currently does, the third-party paid and free APIs it relies on, the hosting provider that holds its data, how it positions against the competitive landscape, the target market it serves today, and what is on the development roadmap.

The platform is currently in a controlled early-access phase, offered free of charge to a select group of PMW clients and contacts. A commercial access model is in development.

Quick Overview

A user submits a URL; the platform crawls the site, runs over 130 automated checks across SEO, performance, security, and content, then produces a prioritised report with AI-generated recommendations and affected-page lists. Results can be exported as PDF, CSV, or Excel.

The audit engine combines what would typically require five or six separate specialist tools (technical SEO crawler, performance tester, security scanner, content analyser) into a single integrated report. Findings are prioritised by impact and effort, and the AI summary embeds in-report navigation links so the reader can jump from a top-level recommendation straight to the relevant detail.

The platform draws on two paid third-party APIs (Anthropic Claude for AI summaries and Keywords Everywhere for keyword volume data) and four free third-party services (Google PageSpeed Insights, Google Safe Browsing, OpenPageRank, and the open-source Puppeteer and Playwright libraries running locally) to gather the data behind each audit. The application, database, and supporting infrastructure are hosted on Railway. Each of these third-party relationships is documented in detail below for legal review.

A full set of legal pages is published on the platform: Terms of ServicePrivacy PolicyDisclaimer, and About Our Crawler.

Third-Party Paid API Integrations

Lyrapro integrates two commercial third-party APIs that are central to the platform's functionality. Both are operated under paid commercial licences, governed by the respective providers' API Terms of Service and Privacy Policies. Solicitors should review those terms directly alongside this summary.

1. Anthropic Claude API

Provider:
Anthropic, PBC (USA)
Website:
anthropic.com
Model:
claude-haiku-4-5-20251001
Max output:
2,500 tokens per audit

Commercial relationship: Pay-per-use API. PMW holds a paid Anthropic API account. The API key is stored as a server-side environment variable (ANTHROPIC_API_KEY) and is never exposed to end users.

How it is used: At the end of each audit, the platform compiles a structured summary of audit findings and sends it to Anthropic's API. Claude processes this and returns a natural-language prioritised action plan, which is displayed within the audit report.

What data is transmitted to Anthropic:

  • The URL of the audited website
  • Aggregated audit findings: issue types detected, severity counts, technology stack (CMS, page builder, plugins), Core Web Vitals scores, and page-level issue summaries
  • No end-user personal data (email addresses, usernames, passwords) is included in any prompt sent to Anthropic

Cost structure: Billed per token (units of text processed). The platform tracks input and output token counts per audit in its own database for internal cost monitoring.

Key legal considerations:

  • Data sent to Anthropic is processed under Anthropic's API Terms of Service and Privacy Policy
  • Anthropic's commercial API terms state that customer prompts and outputs are not used to train future models by default — this should be confirmed against the current agreement version
  • As Anthropic is a US company, any data transmitted crosses jurisdictions. The volume and nature of data (aggregated technical findings, no PII) is low-sensitivity; however, the Data Processing Agreement position should be reviewed under UK GDPR Article 46 (transfers to third countries)
  • PMW should confirm it has reviewed and accepted Anthropic's current commercial API terms and Usage Policy

2. Keywords Everywhere API

Provider:
Keywords Everywhere Ltd (UK)
Website:
keywordseverywhere.com
Base endpoint:
https://api.keywordseverywhere.com/v1/

Commercial relationship: Credit-based API. PMW holds a paid Keywords Everywhere account. The API key is stored as a server-side environment variable (KEYWORDS_EVERYWHERE_API_KEY) and is never exposed to end users.

How it is used: When a user runs an audit, the platform optionally queries the Keywords Everywhere API to retrieve estimated monthly search volumes for keywords detected on the audited site, and to pull traffic estimates for the audited domain. This data enriches the SEO section of the report with real-world search demand figures rather than estimates.

Endpoints called:

  • /get_keyword_data — keyword volume lookups (batched, max 100 keywords per request)
  • /get_domain_keywords — domain-level traffic and keyword estimates
  • /account/credits — credit balance check

What data is transmitted to Keywords Everywhere:

  • The domain name of the website being audited
  • A list of keyword strings extracted from the audited website's content (page titles, headings, meta descriptions)
  • No end-user personal data (email addresses, usernames, passwords) is transmitted

Cost structure: Credit-based. Each keyword lookup consumes credits at a rate set by Keywords Everywhere. The platform tracks credits consumed and estimated cost per audit in its own database. Approximate rate: $0.0001 per credit ($10 per 100,000 credits). Keywords Everywhere pricing tiers and credit rates are set by the provider and may change.

Caching: To minimise API credit consumption, keyword volume results are cached server-side. Identical keyword queries within a cache window return stored results rather than making a new API call.

Key legal considerations:

  • Keywords Everywhere is a UK-registered company; data transfer is within UK jurisdiction
  • Use is governed by Keywords Everywhere's API Terms and Conditions
  • The keyword strings transmitted are derived from publicly visible website content and do not constitute personal data
  • PMW should confirm it holds a valid commercial API licence permitting use within a SaaS product (some API licences restrict resale or sub-licensing — this should be checked against the current Keywords Everywhere terms)
Anthropic ClaudeKeywords Everywhere
Provider jurisdictionUSAUK
Data sentAggregated audit findings, audited URLDomain name, keyword strings
Personal data transmitted?NoNo
PMW licence typeCommercial pay-per-useCommercial credit-based
API key locationServer env var (Railway)Server env var (Railway)
Usage tracked internally?Yes — tokens + cost per auditYes — credits + cost per audit
UK GDPR Article 46 applies?Yes (US transfer)No (UK company)

Both integrations are optional in the sense that the platform degrades gracefully if an API key is absent — audits complete without the AI summary or keyword volume data respectively. However, in normal operation both are active and billable.

Third-Party Free API Integrations

In addition to the paid integrations above, Lyrapro uses several free third-party services and open-source libraries to gather audit data. While these incur no licence cost, they still process data on behalf of the platform and remain subject to their providers' terms of service. Solicitors should review the relevant terms alongside this summary.

1. Google PageSpeed Insights API

Provider:
Google LLC (USA)
Cost:
Free with API key (rate-limited)
Endpoint:
https://www.googleapis.com/pagespeedonline/v5/runPagespeed

How it is used: The platform submits each audited URL to PageSpeed Insights, which runs Google Lighthouse against the page on Google's own servers and returns Core Web Vitals scores, Lighthouse audit results, and field data from the Chrome User Experience Report (CrUX). This is the authoritative source for the performance section of the audit.

What data is transmitted to Google:

  • The URL of the audited website (one request per page audited, desktop and mobile)
  • No end-user personal data is transmitted

Key legal considerations:

  • Use is governed by Google's APIs Terms of Service and the PageSpeed Insights API documentation
  • Only the URL is transmitted; no PII or proprietary site data is sent — the URL itself is treated as public information
  • Google is a US company, but the data transmitted (a single URL) is minimal and treated as public
  • The API key is stored as a server-side environment variable (GOOGLE_API_KEY) and never exposed to end users
  • Google may aggregate URL-level usage statistics for service operation — this is documented in their API ToS

2. Google Safe Browsing API

Provider:
Google LLC (USA)
Cost:
Free with API key
Endpoint:
https://safebrowsing.googleapis.com/v4/threatMatches:find

How it is used: The platform submits the audited domain to Google Safe Browsing, which returns any known threat classifications (malware, phishing, unwanted software, social engineering). This forms part of the security section of the audit report.

What data is transmitted to Google:

  • The URL or domain being checked
  • No end-user personal data is transmitted

Key legal considerations:

  • Use is governed by the Safe Browsing API Acceptable Use Policy
  • The API is restricted to non-commercial use under the free tier — commercial users should review whether their use case requires the Web Risk paid product instead
  • Only the URL/domain is transmitted; no PII is sent
  • The API key is stored as a server-side environment variable (GOOGLE_SAFEBROWSING_API_KEY)

3. OpenPageRank API

Provider:
DomCop (operator of OpenPageRank)
Cost:
Free with API key (rate-limited)
Endpoint:
https://openpagerank.com/api/v1.0/getPageRank

How it is used: The platform queries OpenPageRank for the domain authority (a 0–10 PageRank-style score) of the audited domain. This provides a third-party authority signal in the SEO section of the report without requiring a paid backlink-index subscription (Ahrefs, Moz, Majestic).

What data is transmitted to OpenPageRank:

  • The domain name being audited
  • No end-user personal data is transmitted

Key legal considerations:

  • Use is governed by OpenPageRank's terms of service, available at domcop.com/openpagerank
  • Only the public-facing domain name is transmitted
  • DomCop's jurisdiction and Data Processing Agreement position should be confirmed against their current terms
  • The API key is stored as a server-side environment variable and never exposed to end users

4. Puppeteer and Playwright (Headless Browser Libraries)

Provider:
Open-source (Puppeteer by Chrome DevTools team; Playwright by Microsoft)
Cost:
Free (Apache 2.0 licence)

Important distinction: Puppeteer and Playwright are open-source headless browser libraries that run on the platform's own server infrastructure (Railway). They are not third-party API services — no data is transmitted to Google, Microsoft, or any other external party in order to use them. They function as automated Chromium browsers running locally within the platform's own environment.

How they are used: The platform uses Puppeteer and Playwright to render pages of the audited website with full JavaScript execution. This allows the audit engine to detect issues that only appear after client-side rendering — JavaScript-dependent content, dynamic forms, lazy-loaded images, and similar.

What data is transmitted externally:

  • None — both libraries operate entirely within the platform's own server environment
  • The headless browser fetches the audited website's public pages directly, identifying itself as the Lyrapro crawler (see the About Our Crawler page)

Key legal considerations:

  • Both libraries are released under the Apache 2.0 open-source licence — permissive and commercial-use compatible
  • On install, the libraries download a Chromium binary from Google's public storage — this is a one-time install action, not a runtime data transfer
  • The platform's crawler is the only outbound network actor — its behaviour is documented on the public About Our Crawler page
  • Because no data is transmitted to a third party for processing, no Data Processing Agreement is required for the use of these libraries
ServiceProviderData sentPII transmitted?
PageSpeed InsightsGoogle (USA)Audited URLNo
Safe BrowsingGoogle (USA)Audited URLNo
OpenPageRankDomCopAudited domainNo
Puppeteer / PlaywrightSelf-hosted librariesNone (runs locally)N/A

As with the paid integrations, the platform degrades gracefully if any free API key is absent — the corresponding section of the audit (performance, security threats, or domain authority) simply isn't populated. Puppeteer and Playwright, being local libraries, are core to the audit pipeline and are not optional.

Hosting Provider

The platform's application servers, database, and supporting services are hosted with a single third-party infrastructure provider. As this provider holds the platform's user data and audit records at rest, the legal and data-protection position is material and is summarised below for solicitor review.

Railway Corporation

Provider:
Railway Corporation
Website:
railway.app
Jurisdiction:
USA (Delaware-incorporated)
Commercial relationship:
Paid usage-based subscription

What Railway hosts: Railway hosts the platform's entire production and development environment, including:

  • The Next.js web application and its server-side rendering runtime
  • The PostgreSQL database containing user accounts, audit records, and usage tracking
  • All server-side environment variables — including the API keys for Anthropic, Keywords Everywhere, Google APIs, and OpenPageRank
  • Background workers that run the crawler and the audit pipeline
  • SMTP transport configuration for transactional email (account verification, password reset)

What user data is stored:

  • User accounts — email address, username, hashed password (bcrypt), email verification status
  • Per-user audit history — URLs audited, timestamps, full audit result payloads
  • Audit result data — including content extracted from third-party websites during the audit
  • Internal API usage records — token counts, credit consumption, cost estimates for cost monitoring
  • Session tokens — NextAuth JWT secret material

Data residency: Railway operates infrastructure across multiple regions (US-East, US-West, EU-West, Asia-Southeast). The specific deployment region for the platform's services should be confirmed in the Railway dashboard. For UK and EU user data, an EU region (e.g. EU-West) is the appropriate selection — this should be audited against the current production configuration before any commercial launch.

Security and access:

  • Database connections are TLS-encrypted in transit
  • Environment variables (including API keys) are encrypted at rest by Railway
  • Access to the Railway dashboard is restricted to authorised PMW staff with multi-factor authentication enabled
  • Database backups are managed by Railway according to their backup policy

Key legal considerations:

  • Railway is a US-incorporated company; if the platform's deployment region is the United States, any data transfer between UK/EU users and the platform constitutes a third-country transfer under UK GDPR Article 46 and EU GDPR Chapter V. An EU deployment region significantly reduces this exposure
  • A Data Processing Agreement (DPA) should be in place between PMW and Railway — Railway publishes a standard DPA and Standard Contractual Clauses (SCCs) that customers can sign electronically. Solicitors should confirm this is in place before commercial launch
  • Use is governed by Railway's Terms of Service, Privacy Policy, and Data Processing Addendum
  • Railway acts as a data processor on PMW's behalf for user data, and as a data sub-processor for any third-party-website data captured during audits. PMW remains the data controller
  • Railway holds SOC 2 Type II compliance; PMW should review Railway's current attestation reports as part of any due-diligence exercise
  • In the event of a Railway service termination, an exit strategy (data export, alternative hosting plan) should be documented — Railway supports PostgreSQL data export and the Next.js application is portable to any Node.js-compatible host

As Railway holds all user data at rest, it is the single most material third-party relationship from a data-protection perspective. The position should be reviewed in detail — in particular the deployment region, the DPA, and the sub-processor list — before the platform moves out of early-access and accepts external paying customers.

Competitive Positioning & Unique Selling Points

The website audit and SEO tooling market splits into roughly six categories. Lyrapro intentionally crosses several of them rather than specialising in one.

CategoryRepresentative ToolsLyrapro Overlap
Full-suite SEO platformsAhrefs, Moz Pro, SE Ranking, Serpstat, Sitechecker.pro, SearchAtlas, SISTRIX, SearchmetricsPartial — site audit only, no rank tracking or backlink index
Desktop crawlersScreaming Frog, Sitebulb, SEO PowerSuiteFull crawl overlap; Lyrapro adds AI summary and cloud delivery
Cloud crawler / monitoringLumar, JetOctopus, ContentKing, Botify, OnCrawl, Siteimprove, RytePartial — Lyrapro is audit-on-demand, not continuous monitoring
Entry-level report toolsSeoptimer, WooRank, HubSpot Grader, Ubersuggest, Morningscore, Seomator, WebsiteAudit, Auditest, SiteRooster, FreeSiteAudit, Webpulls, SeobilityFull overlap; Lyrapro significantly deeper
Performance-onlyGTmetrix, WebPageTest, DebugBear, Calibre, SpeedCurve, Treo.shSubset; Lyrapro includes Core Web Vitals within a wider audit
Security-onlySecurityHeaders, SSL Labs, Sucuri SiteCheck, Detectify, Mozilla ObservatorySubset; Lyrapro includes security within a wider audit
Accessibility-onlyWAVE, Tenon, Deque axe, AccessiBe, UserWay, EqualWebOut of scope
WordPress SEO pluginsYoast Premium, Rank Math Pro, AIOSEO ProExternal audit complements (does not replace) on-site plugins
Content toolsSurfer SEO, Clearscope, MarketMuse, NeuronWriter, Frase, WritesonicOut of current scope; some overlap on roadmap (10x content ideas)
Link analysisMajestic, CognitiveSEO, LinkResearchToolsOut of scope
Enterprise monitoringContentSquare, Optimizely, Splunk, Site24x7, DatadogOut of scope

Unique Selling Points

  1. 1. Genuinely unified audit in a single report. Most tools are specialists. Producing the equivalent of Lyrapro's output requires Screaming Frog (technical SEO) plus GTmetrix (performance) plus SecurityHeaders.com (security) plus a content tool. Lyrapro delivers all of this in a single prioritised report. For SMEs and agencies without dedicated technical specialists, this removes the need to buy, learn, and reconcile multiple tools.
  2. 2. AI prioritisation that navigates the report. Competitors adding "AI" typically produce a paragraph of generic commentary. Lyrapro's Claude integration produces a prioritised bullet list where each item links directly to the relevant section of the report — not just advice, but in-context navigation.
  3. 3. WordPress-specific depth. Screaming Frog and enterprise tools treat WordPress as a black box. Lyrapro detects installed plugins, flags conflicts between them, and recommends specific plugin replacements as remediation steps. This is unusually specific for an external audit tool and directly relevant to the majority of SME websites. Users — particularly site owners — can also manually add plugins they know are installed but which the platform could not detect from the public HTML (many plugins leave no public footprint). Once added, the platform tailors its remediation guidance to those plugins, generating a specific set of resolution steps the user can follow or hand to their developer.
  4. 4. JavaScript rendering detection. Lyrapro compares raw HTML against rendered HTML to identify pages whose content is invisible to Google without JavaScript execution. Most entry-level tools do not perform this comparison.
  5. 5. Near-duplicate content detection. Uses a Jaccard similarity algorithm to surface pages with 80%+ content overlap — catching near-duplicates that dilute keyword authority, not just exact URL duplicates.
  6. 6. AI-generated content detection. Flags pages with a high probability of AI-generated content. Novel in an audit context — no major competitor currently includes this as a standard check.
  7. 7. llms.txt detection. Checks whether sites have published an llms.txt file for AI model access control — an emerging standard that most tools have not yet implemented.
  8. 8. Transparent crawler disclosure. The dedicated About Our Crawler page is a mark of responsible operation that few competitors bother with. It signals professionalism to enterprise prospects and demonstrates GDPR-awareness to legal stakeholders.

Supporting reference

A detailed feature-by-feature comparison against the competitor set is maintained in the following working document:

docs.google.com/spreadsheets/d/1Jf53ET0WfTEJ5P_NbRLak8yTkGeEhd6qN2hPHSDD3SQ

  • Tab 1. Feature comparison
  • Tab 2. Competitors

Current Feature List

The audit engine currently implements over 130 distinct checks across the following categories.

SEO

  • Title tags — presence, length, duplication checks
  • Meta descriptions — presence, length, duplication checks
  • H1 tags — presence and uniqueness per page
  • Canonical tags — validity, duplication, self-reference checks
  • Structured data / schema markup validation
  • Hreflang tags — presence, conflicts, return-link validation
  • Open Graph and Twitter Card tags
  • Robots.txt — presence, errors, blocked pages
  • Sitemap.xml — validation, size, orphaned and broken entries
  • URL hygiene — length, casing, underscores, parameter bloat
  • Pagination tag detection (rel=next / rel=prev)
  • Meta refresh redirect detection
  • Viewport meta tag, language attribute, character encoding, DOCTYPE
  • llms.txt detection (AI model access control)
  • Spelling and grammar errors
  • Near-duplicate content detection (Jaccard similarity)
  • AI-generated content probability detection
  • Outdated copyright year
  • Privacy policy, terms of service, contact information visibility
  • Google Business Profile signal detection

Performance

  • Core Web Vitals — LCP, CLS, INP
  • Page weight and overall page size
  • Large image detection (over 100KB)
  • Legacy image format detection (JPEG/PNG vs WebP/AVIF)
  • Lazy-loading presence
  • Responsive image srcset checks
  • Image width/height attributes (CLS prevention)
  • Unminified CSS and JavaScript detection
  • Render-blocking resources
  • Text compression (Gzip/Brotli) detection
  • Browser caching header checks
  • HTTP/2 support detection
  • TTFB (Time to First Byte) measurement
  • External request count analysis
  • JavaScript rendering dependency (raw vs rendered HTML comparison)

Security

  • HTTPS enforcement
  • SSL certificate validity and expiry
  • SSL/TLS protocol and cipher strength
  • Mixed content detection
  • Security headers — CSP, Permissions-Policy, X-Frame-Options, X-Content-Type-Options
  • Insecure cookie configuration (Secure, HttpOnly, SameSite)
  • Domain registration expiry monitoring
  • Google Safe Browsing threat detection
  • Exposed credentials / API keys in public HTML
  • Insecure form actions
  • WWW / non-WWW canonicalisation
  • Redirect chains and loops

Usability & UX

  • Font size for mobile readability
  • Tap target size (44×44 minimum)
  • Colour contrast detection
  • Form input labels
  • Form autocomplete attributes
  • Form length and field-count abandonment risk

Content

  • Thin content detection
  • Text-to-HTML ratio
  • Readability score (Flesch-Kincaid)
  • Average sentence length
  • Trust signal detection
  • Contact information visibility
  • Content freshness (Last-Modified, publication dates)

Internal Linking

  • Orphan page detection (true zero-incoming-link orphans)
  • Pages with a single incoming link (fragility risk)
  • Click-depth from homepage analysis
  • Generic anchor text detection
  • Empty anchor text detection
  • Internal nofollow equity leakage
  • Deep-link ratio (homepage vs internal pages)
  • Site structure mapping and visualisation

Legal & Compliance

  • Cookie consent banner detection
  • Cookie consent reject button presence
  • Cookie policy link detection
  • Privacy policy link detection
  • Terms of service link detection

WordPress-Specific

  • CMS and page builder detection
  • Plugin inventory (publicly detectable)
  • Plugin conflict detection
  • Plugin-specific remediation recommendations
  • Theme detection

AI Analysis

  • Natural-language prioritised audit summary (via Claude API)
  • Issue-impact and effort prioritisation
  • In-report navigation tagging (jump from summary to detail)
  • WordPress plugin recommendations
  • Core Web Vitals element diagnostics
  • JavaScript rendering analysis

Reporting & Export

  • White-label PDF export
  • CSV export per table
  • Excel export per table
  • Copy-to-clipboard for all tables
  • Print view
  • Affected-pages list for every issue
  • Saved audit history per user
  • Shareable audit links

Target Market & Customer Personas

In its current form — primarily a comprehensive on-page audit tool — Lyrapro addresses ten distinct buyer types. These personas reflect the segments most likely to derive immediate value from the platform at the early-access stage.

Persona 1The PMW Communications Account Manager

Who they are: An internal account manager at PMW Communications fielding inbound new-business enquiries by phone, email, or web form. Often the first human contact a prospect has with the agency. Needs to qualify the lead, demonstrate immediate value, and steer the conversation toward a paid engagement — all within the first call.

Goals:

  • Audit the prospect's website live, while the prospect is still on the phone
  • Demonstrate credibility and expertise in the first interaction — turn a cold enquiry into a warm engagement
  • Surface real, specific issues on the prospect's site that can be discussed there and then
  • Convert the audit output into a follow-up proposal or scope-of-work document immediately after the call

Pain points:

  • Without evidence in hand, sales conversations feel generic — every agency 'audits' but few can do it live
  • Manually reviewing a site during a call is slow and surfaces only superficial observations
  • Following up the call with a written audit takes hours of senior consultant time and delays the proposal
  • Prospects shop around — losing the second call to an agency that already showed them something concrete

Platform features they use:

  • Fast on-demand audit — initiate during the call, results ready within the conversation
  • AI summary — read the prioritised findings aloud to the prospect in plain English
  • Affected-pages lists — name specific pages on the prospect's site to demonstrate depth
  • White-label PDF export — send the prospect a branded report immediately after the call
  • Shareable audit links — drop the link in the follow-up email while the conversation is still fresh

Usage behaviour: Runs audits during sales calls and immediately after to support follow-up. The audit is a sales tool first and a deliverable second — used to convert enquiries into engagements. Likely to be the highest-frequency internal user of the platform.

Persona 2The Freelance Web Designer

Who they are: A self-employed designer building websites for local businesses and SMEs. Technically competent but not an SEO specialist. Clients increasingly ask 'why aren't we ranking?' in the weeks after launch, and the designer has no credible answer.

Goals:

  • Deliver a professional post-launch audit report without specialist SEO knowledge
  • Identify technical and on-page issues before the client notices them
  • Justify their fee and demonstrate value beyond the design itself
  • Produce a prioritised action list the client's developer can act on

Pain points:

  • Enterprise audit tools cost £100+/month — unsustainable for a solo operator
  • Screaming Frog requires a desktop install, hours of setup, and SEO expertise to interpret
  • Clients don't understand raw crawl data — they need plain-English findings
  • No single tool covers SEO, performance, and security together

Platform features they use:

  • White-label PDF export — hand the client a branded, professional deliverable
  • AI-prioritised action plan — plain English, no SEO jargon required
  • WordPress plugin conflict detection — catches issues invisible to design tools
  • Core Web Vitals and performance checks — something designers directly influence

Usage behaviour: Likely to run one audit per client project at the point of handover, and again after major updates. Values speed and presentability of output over deep technical control.

Persona 3The Boutique / Generalist Marketing Agency

Who they are: An owner or account lead at a small (2–10 person) generalist or design-led agency. The agency offers web design, social, content, or PR — but does not have a dedicated SEO specialist on the team and does not subscribe to enterprise SEO platforms. Clients increasingly ask SEO and site-health questions the agency is not equipped to answer.

Goals:

  • Add credible website audits to the agency's service offering without hiring an SEO specialist
  • Answer client questions about site health with evidence rather than guesswork
  • Win and retain clients by closing the gap between design / content delivery and ongoing site performance
  • Produce a polished, presentable audit deliverable without owning the underlying SEO expertise

Pain points:

  • Enterprise SEO platforms cost more per month than the agency can justify on speculative work
  • Screaming Frog requires a desktop install and specialist interpretation — too much for an account manager to operate
  • Clients ask why their site isn't ranking and the agency has no defensible answer
  • Losing retainer clients to competing agencies that do offer SEO and technical audit services

Platform features they use:

  • AI summary with plain-English narrative — produces a report a non-specialist can present and discuss with the client
  • White-label PDF export — branded deliverable that looks like an agency-owned service
  • Shareable audit links — send directly to clients or internal stakeholders, no portal login required
  • Full audit depth in a single tool — no need to buy and learn multiple specialist platforms

Usage behaviour: Runs audits for new business pitches, client onboarding, and as part of quarterly account reviews. The PDF is the primary deliverable. Values presentability, accessibility for non-specialists, and the ability to produce credible output without specialist staff.

Persona 4The In-House Marketing Manager

Who they are: A marketing manager at a 20–100 person company with no dedicated SEO resource. Responsible for all digital marketing, with a WordPress site maintained by an external developer and limited technical vocabulary.

Goals:

  • Understand why the site is underperforming in organic search
  • Build a credible brief to give the developer without writing it from memory
  • Justify budget for technical fixes to a non-technical leadership team
  • Monitor site health without depending on the agency for every answer

Pain points:

  • Knows something is wrong but can't articulate what — or prove it
  • Technical audit reports from agencies are hard to interpret and act on
  • No budget for enterprise SEO tooling
  • Dependent on the external developer to explain and prioritise issues

Platform features they use:

  • Plain-English AI summary — translates findings into business language
  • Security and performance checks — tangible issues leadership understands
  • PDF export — the report becomes the developer brief
  • Legal compliance checks — privacy policy, cookie consent, terms of service visibility

Usage behaviour: Runs a site audit once or twice a year, or when organic traffic drops unexpectedly. The PDF is their primary deliverable — used both for developer briefings and for management reporting.

Persona 5The Solo SEO Consultant

Who they are: A former agency SEO who went independent, managing a client roster of 8–15 businesses. Uses a mix of tools for different tasks and needs a fast, thorough, defensible audit for client deliverables and new business pitches.

Goals:

  • Deliver a comprehensive technical audit without spending hours in multiple tools
  • Produce findings that are difficult for clients to dispute
  • Win new business with audit reports as a lead-generation tool
  • Keep overheads low — fewer subscriptions, more margin

Pain points:

  • Paying for several enterprise SEO platforms simultaneously is expensive for a sole trader
  • No single tool covers technical SEO, performance, security, and content in one pass
  • Writing the narrative around raw crawl data is time-consuming
  • Clients want action plans, not spreadsheets

Platform features they use:

  • 130+ checks in a single audit — replaces several single-purpose tools
  • Near-duplicate content and JS rendering detection — depth that builds credibility
  • Security header and SSL analysis — findings that surprise clients
  • Keyword volume data via Keywords Everywhere — real demand figures in the report

Usage behaviour: Runs a full audit at the start of every new client engagement and uses the output as the foundation for the first three months of recommendations. Also uses audits as a prospecting tool — running a free audit for a prospect and sharing the summary.

Persona 6The WordPress Developer

Who they are: A developer specialising in WordPress builds and maintenance retainers, managing 20–50 live sites. Familiar with plugin management, theme customisation, and site performance. Frequently inherits sites with unknown plugin histories and unexplained issues.

Goals:

  • Identify plugin conflicts before they cause visible problems
  • Diagnose slow sites and Core Web Vitals failures quickly
  • Deliver a health report to retainer clients as part of monthly maintenance
  • Reduce diagnostic time when clients report SEO or performance drops

Pain points:

  • Plugin conflicts cause mysterious performance and SEO issues with no obvious cause
  • No external tool currently surfaces which plugins are conflicting and what to replace them with
  • Core Web Vitals failures are time-consuming to trace to a specific plugin or page builder
  • Clients don't understand why maintenance costs money until something breaks

Platform features they use:

  • WordPress plugin conflict detection — surfaces offending plugins and recommends alternatives
  • Page builder and theme detection — scope of performance impact is immediately visible
  • Core Web Vitals breakdown by page — traces LCP and CLS back to specific elements
  • Security header and SSL checks — catches hosting-level issues outside the WP install

Usage behaviour: Runs a full audit when onboarding a new maintenance client and on a quarterly basis for active retainers. Uses the plugin conflict report as the primary deliverable to justify ongoing maintenance fees.

Persona 7The Local Business Owner

Who they are: An owner-operator of a local service business — solicitor, accountant, estate agent, tradesperson, or clinic. Has a website built by an agency or a relative, pays monthly for 'SEO', and doesn't understand what is being done or whether it is working. The website is the primary source of inbound leads.

Goals:

  • Understand if their website is actually performing well
  • Know what their SEO agency is (or isn't) doing
  • Find out why they are not ranking for their main service keywords
  • Get a roadmap for improving their digital presence

Pain points:

  • Cannot evaluate website performance without paying for a technical audit they can't interpret
  • SEO agencies use technical language to obscure a lack of activity
  • Free tools like Google Search Console require too much technical knowledge to be useful
  • Competitor sites outrank them despite appearing simpler and less polished

Platform features they use:

  • Plain-English AI summary — the owner reads it without needing to know what 'canonical' means
  • Google Business Profile signal detection — critical for local search visibility
  • Trust signal checks — reviews, badges, contact information, guarantees
  • Privacy policy and legal compliance checks — reduces risk the owner may not know exists

Usage behaviour: Most likely to run one audit, read the summary, and take the PDF to a conversation with their agency or developer. Values simplicity and actionability above all else.

Persona 8The E-Commerce Manager

Who they are: A digital manager at an online retailer running WooCommerce, Shopify, or a custom platform. Responsible for site performance, product SEO, and conversion rate. The site has hundreds or thousands of product pages, and technical SEO problems compound at scale.

Goals:

  • Identify which product pages have thin content, duplicate descriptions, or missing metadata
  • Improve Core Web Vitals scores to reduce bounce rate and improve organic rankings
  • Find and fix image issues that slow page load and hurt mobile conversion
  • Prioritise the highest-impact fixes across a large page inventory

Pain points:

  • At scale, manually auditing product pages is not viable
  • Duplicate product descriptions from supplier feeds dilute keyword authority
  • Image weight issues across hundreds of pages are invisible until they cost rankings
  • Technical fixes compete with commercial priorities for developer time — needs business-case evidence

Platform features they use:

  • Affected-pages lists per issue — the team knows exactly which pages to fix and in what order
  • Near-duplicate content detection — surfaces supplier description copies across the catalogue
  • Image inventory and optimisation checks — size, format, lazy-loading, alt text
  • Core Web Vitals by page — identifies the worst-performing product pages by name

Usage behaviour: Runs audits after major site updates (catalogue migrations, theme changes, platform upgrades) and uses the affected-pages exports to create developer tickets directly.

Persona 9The Startup Founder

Who they are: A technical or non-technical founder at an early-stage company. Has launched a marketing site or early product, wants organic traffic but has no SEO budget, and is acting as their own webmaster.

Goals:

  • Understand what is broken on the site before spending money on paid acquisition
  • Get a clear, prioritised list of fixes they can action themselves
  • Ensure the site is secure and legally compliant from the start
  • Build a solid technical foundation before investing in content or backlinks

Pain points:

  • No budget for agency audits or enterprise tooling
  • Free tools give data but no interpretation — Search Console shows impressions, not what to fix
  • Overwhelmed by the number of SEO variables — doesn't know where to start
  • Security and legal compliance issues (cookie consent, missing privacy policy) create unquantified risk

Platform features they use:

  • AI prioritised summary — tells them what to fix first and why, in plain English
  • Security and SSL checks — catches risks the founder may not know exist
  • Cookie consent and legal compliance checks — reduces regulatory exposure early
  • Performance and Core Web Vitals — fast sites rank better and convert better

Usage behaviour: Runs a site audit at launch and again after each major development sprint. Values clarity and prioritisation — the founder wants to know the three most important things to fix, not a list of 130.

Persona 10The PR and Communications Agency

Who they are: A PR agency managing digital brand presence for a portfolio of clients. Handles press, content strategy, and digital channels. Website health is increasingly relevant to brand reputation, authority signals, and digital PR outcomes.

Goals:

  • Proactively identify website issues before they become client complaints
  • Include site health as a standard component of client reporting
  • Surface brand-reputation risks (security warnings, outdated content, broken pages)
  • Demonstrate value beyond press coverage — digital health as a tangible deliverable

Pain points:

  • Website issues (broken pages, expired SSL, outdated copyright, missing trust signals) reflect on the brand and on the agency
  • The agency has no technical SEO capability in-house but is expected to flag digital risks
  • Existing SEO tools are too technical for account managers to operate confidently
  • Clients don't see site health as a PR issue until it becomes a reputational one

Platform features they use:

  • Trust signal detection — reviews, testimonials, contact information, guarantees
  • Content freshness and outdated copyright detection — a visible indicator of neglect
  • Security and SSL checks — an expired certificate triggers browser warnings on every visit
  • Shareable audit links — site health becomes a slide in the monthly status report

Usage behaviour: Runs audits quarterly for key clients and includes the AI summary in account review documents. The shareable link is the primary output — not the raw data.

Persona 11The University or Education Marketing Team

Who they are: A digital marketing or web team at a university, college, or further education provider. Manages a large, multi-department website with decentralised content ownership across dozens of departments and microsites. SEO, performance, and security standards are a core concern at institutional scale.

Goals:

  • Maintain consistent technical SEO standards across hundreds of pages owned by different departments
  • Identify and triage performance and security issues across a high-traffic institutional site
  • Produce evidence-based reports for governance and board-level sign-off
  • Demonstrate continuous improvement to senior leadership without relying on expensive agency audits

Pain points:

  • Technical issues are distributed across pages owned by dozens of departments — no central visibility
  • Internal audits are infrequent and incomplete; external audits are expensive
  • Security and performance issues affect institutional reputation and student experience
  • Leadership needs a summary, not a crawl export — translating technical findings for governance is time-consuming

Platform features they use:

  • Full-site crawl — institution-wide triage mapped to specific pages and departments
  • Security header and HTTPS validation — catches configuration issues at hosting level
  • Core Web Vitals and performance scoring — benchmarks student-facing page load experience
  • AI summary — produces governance-ready language from technical findings

Usage behaviour: Runs a full site audit ahead of governance reporting cycles and after major CMS migrations. The PDF is shared with the Head of Digital and the institutional IT team. Affected-pages exports are distributed to department content owners as remediation briefs.

Future Feature Roadmap

The following features are under consideration or in development. Priorities will be informed by early-access user feedback and the commercial launch plan.

Full WCAG 2.2 AA accessibility audit

Accessibility

Deeper accessibility coverage to complement the current core checks — moving toward WCAG 2.2 AA conformance reporting.

Keyword and competitor analysis

SEO

Pull keyword positions and competitive landscape data directly into the audit report so SEO recommendations are grounded in real ranking opportunity.

ALT tag generator

AI

Automatically generate accessible, descriptive ALT text for images flagged as missing or inadequate.

Browser plugin

Distribution

A Chrome/Firefox extension that lets users run a Lyrapro quick audit on any page they are currently viewing.

CRO analyser (via MCP)

AI / CRO

Conversion-rate optimisation analysis using Model Context Protocol — surface UX, copy, and form friction issues that suppress conversions.

GEO analyser

AI Search

Generative Engine Optimization — measure and recommend changes to maximise visibility in AI-generated answers (ChatGPT, Claude, Perplexity, Gemini).

AEO analyser

AI Search

Answer Engine Optimization — score pages for how well they are structured to be cited as direct answers in search and AI surfaces.

Email campaign creator

Marketing

AI-generated email marketing campaigns based on audit findings and audience signals.

Social campaign creator

Marketing

AI-generated social media content packages aligned to site content and brand tone.

Branding creator

Creative

Branding asset generation — logo concepts, colour palettes, tone-of-voice frameworks.

Business feasibility checker

Strategy

Pre-launch domain and concept analysis — assess whether a proposed business is viable in its target market.

Video detection

Content

Detect embedded video on pages and report on attributes, performance impact, and SEO best practice (transcripts, schema, lazy-loading).

SSR / CSR detection

Technical

Classify each page as server-side rendered, client-side rendered, or hybrid — and report on the SEO and performance implications.

Static site detection

Technical

Detect statically-generated sites and tune recommendations accordingly (caching, CDN, hosting model).

Citability factor (AEO)

AI Search

Score each page on how likely it is to be cited verbatim by an AI assistant — based on structure, clarity, claim density, and source signals.

Sentiment analysis

Content

Analyse the emotional tone of page content — overly negative or overly promotional tone can suppress trust signals.

Enhanced freshness detection

Content

Beyond Last-Modified headers — detect stale dates in content, outdated references, broken time-sensitive claims.

Block-quote detection

Content

Identify use of blockquotes as a quality and authoritativeness signal — pages that quote authoritative sources tend to rank and cite more strongly.

Code tidiness detection

Technical

Check HTML/CSS/JS for valid markup, consistent formatting, and absence of inline-style sprawl.

Page size limit checker (4MB)

Performance

Flag any page exceeding a 4MB total transfer size — a hard threshold beyond which mobile and emerging-market performance degrades sharply.

DOM size checker

Performance

Count DOM nodes per page and flag pages with excessive node counts (Google flags 1,500+) that hurt rendering performance.

EEAT checker

Content

Score pages against Experience, Expertise, Authoritativeness, and Trustworthiness signals — Google's content quality framework.

Authorship checker

Content

Detect author bylines, schema markup, and author bio pages — critical for EEAT in YMYL (your-money-your-life) content categories.

Cyber Essentials checker

Security

Pre-assessment for UK Cyber Essentials certification — surface configuration gaps before formal audit.

About page (EEAP) checker

Content

Score the About page against Experience, Expertise, Authority, and Personality signals — a primary EEAT touchpoint.

User-generated content detection

Content

Identify UGC sections (comments, reviews, forums) and flag moderation and quality signals.

Content proportion checker

Content

Analyse the ratio of original content vs templates, navigation, and boilerplate — pages with low original-content ratio under-perform.

10x content ideas

AI / Content

AI-generated content recommendations to make a page ten times better than the current top-ranking competitor.

Self-competition checker

SEO

Detect keyword cannibalisation — multiple pages on the same site competing for the same query, diluting authority.

MCP GA4 / GSC Goals & Events

Integration

Live Google Analytics 4 and Search Console integration via Model Context Protocol — bring real-traffic, goal, and event data into the audit narrative.

Future Target Market & Customer Personas

Once the roadmap features above are delivered, Lyrapro will serve a significantly broader set of buyer types. The following personas reflect the segments that become accessible as the platform expands beyond on-page auditing into AI search optimisation, conversion analysis, campaign creation, and business intelligence.

Persona 1The New Business Researcher

Who they are: An entrepreneur, startup founder, or side-hustle builder in the early stages of validating a business idea. They may have no website yet. They want to know if their idea has legs before investing time and money.

Goals:

  • Understand if there is genuine demand for their product or service
  • Know how competitive the market is before entering it
  • Understand what it would cost to acquire customers online
  • Get a digital roadmap before building anything

Pain points:

  • No idea where to start with digital marketing or SEO
  • Can't afford an agency to do the research
  • Overwhelmed by the number of tools and technical language
  • Doesn't know if organic search is even viable in their niche

Platform features they use:

  • Business Feasibility Checker — primary entry point before any investment
  • Keyword research — validate demand before building
  • Competitor analysis — understand who is already winning and how
  • Content opportunity report — find the easiest route to organic visibility

Usage behaviour: Most likely to use the platform for a single high-value feasibility report rather than recurring audits. Values insight and confidence over technical depth — they want an answer, not a spreadsheet.

Persona 2The Content Strategist

Who they are: A content marketing specialist or editorial lead at a brand or agency. Responsible for the content calendar, SEO-driven articles, and organic traffic growth. Needs to know what to write, how to write it, and whether what's already published is working.

Goals:

  • Identify which existing pages are underperforming and why
  • Find content gap opportunities competitors are exploiting
  • Ensure every new article is optimised before publication
  • Understand how AI search engines are using (or ignoring) the site's content

Pain points:

  • Can't tell from analytics alone which content issues are technical vs editorial
  • Content audit processes are manual, inconsistent, and time-consuming
  • No clear signal on which pages are being cited by AI assistants vs ignored
  • EEAT signals (authorship, sourcing, expertise) are hard to audit at scale

Platform features they use:

  • EEAT checker — identifies where content lacks expertise and trust signals
  • Authorship checker — surfaces pages missing author bylines or author schema
  • AEO / Citability factor — scores pages on AI-answer potential
  • 10x content ideas — generates improvement briefs for underperforming pages
  • Sentiment and readability analysis — ensures tone matches audience expectations

Usage behaviour: Runs audits at the start of each content quarter and after publishing major content pieces. Uses the EEAT and citability outputs as editorial briefs for the writing team.

Persona 3The GEO / AEO Specialist

Who they are: An SEO or digital marketing consultant who has moved into Generative Engine Optimization and Answer Engine Optimization. Helps brands appear in AI-generated answers across ChatGPT, Perplexity, Claude, and Google AI Overviews.

Goals:

  • Measure and improve how often client content is cited by AI search engines
  • Identify which pages have the structural signals AI models favour
  • Audit and improve llms.txt, structured data, and AI-readability markers
  • Produce evidence-based GEO recommendations clients can action

Pain points:

  • GEO and AEO are nascent disciplines with no established tooling
  • Clients ask 'why aren't we in AI answers?' and there is no reliable diagnostic
  • Structured data, llms.txt, and citability signals require manual checking across large sites
  • Difficult to demonstrate ROI for GEO work without before/after measurement

Platform features they use:

  • GEO analyser — measures and recommends optimisations for AI search visibility
  • AEO analyser — scores pages on answer-engine suitability
  • Citability factor — quantifies how AI-citable a page is by structure, clarity, and source signals
  • llms.txt detection — confirms AI model access control is correctly configured
  • Structured data validation — ensures schema is present and correct for AI parsing

Usage behaviour: Runs GEO/AEO audits monthly for active clients and uses before/after citability scores as the primary KPI for the engagement. Early adopter — values depth and novelty over price.

Persona 4The Brand Manager at a Scale-Up

Who they are: A brand or growth manager at a venture-backed scale-up or fast-growing consumer brand. The company is growing quickly and the website is central to acquisition. Technical debt is accumulating faster than the team can address it.

Goals:

  • Maintain site health as the marketing team scales content and campaigns
  • Ensure brand consistency across an expanding page inventory
  • Identify conversion friction points before they cost revenue
  • Give the engineering team a prioritised, evidence-based technical backlog

Pain points:

  • Rapid growth means technical debt accumulates faster than it can be addressed
  • Marketing and engineering prioritise differently — a business-case report bridges the gap
  • Brand consistency erodes as more pages are added by more contributors
  • No single view of site health that both non-technical and technical stakeholders can use

Platform features they use:

  • CRO analyser — surfaces conversion friction before it costs revenue
  • AI summary with navigation — non-technical stakeholders read it, engineers drill in
  • Sentiment analysis — catches tone-of-voice drift across a large page set
  • Proportion of content checker — flags pages where boilerplate dominates original content
  • DOM size and page weight checks — catches performance regressions from marketing additions

Usage behaviour: Integrates audits into sprint cycles — running a full audit before major releases and a targeted check after. The AI summary is shared in the company all-hands as a site health signal.

Persona 5The Agency White-Label Reseller

Who they are: A digital agency that wants to offer comprehensive website audits as a standalone product or as part of a retainer package, white-labelled under the agency's own brand.

Goals:

  • Productise site audits as a scalable, margin-positive service
  • Deliver consistent, high-quality outputs without hiring specialist SEO staff
  • Differentiate from competing agencies that offer only rank tracking
  • Use audit findings as the basis for upselling development, content, and paid media

Pain points:

  • Manual audits don't scale — every new audit requires senior consultant time
  • Existing tools produce outputs clients can't read without explanation
  • White-label options in enterprise tools require expensive agency-tier subscriptions
  • Audit outputs from different tools are inconsistent — hard to productise

Platform features they use:

  • White-label PDF export — branded deliverables at every tier
  • Shareable links — share with clients directly, no portal login required
  • Full feature depth — agencies can build a complete service offering on one tool
  • Branding creator (roadmap) — extend the offering to brand strategy
  • Email and social campaign creator (roadmap) — turn audit findings into campaign briefs

Usage behaviour: Runs audits for every new business pitch and every client onboarding. The PDF is the primary deliverable. Values reliability, presentability, and depth of output above configuration flexibility.

Persona 6The E-Commerce Conversion Optimiser

Who they are: A CRO specialist or performance marketer at a direct-to-consumer brand or e-commerce agency. Focused on turning existing traffic into revenue rather than acquiring new traffic.

Goals:

  • Identify UX, copy, and structural friction points that reduce conversion rate
  • Understand which pages have the worst performance-to-traffic ratio
  • Ensure product pages, checkout flows, and landing pages are technically sound
  • Build a conversion-optimisation backlog prioritised by expected revenue impact

Pain points:

  • CRO tools (Hotjar, VWO) show where users drop off but not why at the code level
  • Page speed and Core Web Vitals issues that hurt conversion are hard to attribute without a technical audit
  • Form friction, missing autocomplete attributes, and mobile UX issues slip through QA
  • No single tool combines technical audit findings with conversion recommendations

Platform features they use:

  • CRO analyser — identifies conversion friction in copy, structure, and UX
  • Core Web Vitals by page — ties performance to specific conversion-critical pages
  • Form checks — label, autocomplete, validation, field count
  • Mobile tap target and font size checks — mobile UX friction
  • DOM size checker — identifies pages bloated enough to harm interaction speed

Usage behaviour: Runs audits before and after CRO experiments to isolate technical factors from UX factors. Uses affected-pages exports to create A/B test hypotheses and developer tickets.

Persona 7The Cybersecurity-Aware Business Owner

Who they are: An owner or IT manager at an SME that is pursuing Cyber Essentials certification, has recently experienced a security incident, or operates in a regulated sector (financial services, healthcare, legal) where website security is a compliance requirement.

Goals:

  • Identify public-facing security vulnerabilities before they are exploited
  • Prepare for Cyber Essentials certification or a formal security audit
  • Ensure SSL, headers, cookie security, and exposed data are correctly configured
  • Produce a security report that can be presented to a board or compliance officer

Pain points:

  • Free security tools (SSL Labs, SecurityHeaders.com) test one thing at a time
  • Cyber Essentials certification requires a pre-assessment gap analysis — no self-service tool exists for this
  • Non-technical business owners can't interpret raw security scanner output
  • Regulatory pressure (GDPR, financial conduct) makes website security a boardroom issue

Platform features they use:

  • Cyber Essentials checker — pre-assessment gap analysis for certification readiness
  • Full security header audit — CSP, X-Frame-Options, Permissions-Policy, HSTS
  • SSL certificate, protocol, and cipher analysis
  • Domain expiry and cookie security checks
  • Exposed credentials and sensitive data detection in public HTML

Usage behaviour: Uses the platform specifically for the security section of the report, shared with a compliance officer or IT auditor. Likely to run quarterly checks and before any Cyber Essentials submission.

Persona 8The Social Media and Influencer Manager

Who they are: A social media manager or influencer marketing lead whose campaigns drive significant website traffic but who has no visibility into whether the landing pages can convert that traffic. Increasingly responsible for the full funnel, not just top-of-funnel reach.

Goals:

  • Understand if landing pages are technically sound enough to convert social traffic
  • Generate campaign content (email, social, ads) directly from brand assets and site content
  • Ensure brand consistency between social output and website experience
  • Identify on-page trust signals that affect conversion from cold social audiences

Pain points:

  • Traffic from social campaigns bounces — doesn't know if it's the page or the audience
  • Creating campaign content from scratch for every product or campaign is time-consuming
  • Brand tone of voice drifts across social, email, and web content — no audit tool addresses this
  • No tool connects social campaign strategy to website technical health

Platform features they use:

  • Social campaign creator — AI-generated social content built from brand assets and site content
  • Email campaign creator — full campaign drafts aligned to audit findings and brand tone
  • Branding creator — tone-of-voice and brand consistency checks
  • Sentiment analysis — ensures site content tone matches campaign messaging
  • Trust signal checks — identifies missing conversion signals on landing pages

Usage behaviour: Uses the campaign creator tools to generate first drafts for social and email, then exports for review. Runs a landing page audit before major campaigns to catch technical issues that would waste ad spend.

Persona 9The Product Manager at a SaaS Company

Who they are: A product manager or growth PM at a B2B or B2C SaaS company. Responsible for the marketing site, the product onboarding flow, and the documentation site. Technical enough to understand audit outputs but not a developer.

Goals:

  • Keep the marketing site technically healthy without distracting engineering
  • Identify SEO and performance issues that are affecting trial and signup conversion
  • Monitor site health alongside product metrics in a unified reporting cadence
  • Integrate real analytics data (GA4, GSC) into audit reporting

Pain points:

  • Marketing site technical debt is deprioritised in favour of product features
  • GA4 and GSC data lives in separate tools — connecting it to site health requires manual work
  • Documentation sites and product pages often have accessibility and performance issues that reflect on the product brand
  • Cross-functional teams (marketing, product, engineering) need a shared language for site health

Platform features they use:

  • MCP GA4 / GSC Goals & Events — real analytics data embedded in the audit narrative
  • SSR / CSR detection — critical for SaaS products where JS rendering affects SEO
  • Static site detection — many SaaS docs sites are static; recommendations should reflect this
  • Core Web Vitals and performance checks — directly affects trial conversion rate
  • AI summary — bridges the gap between technical findings and product priorities

Usage behaviour: Runs audits as part of the quarterly product review cycle and uses GA4/GSC integration to connect site health to business outcomes. The AI summary is shared in the growth team's weekly standup.

Persona 10The Multilingual / International SEO Manager

Who they are: An SEO manager at a company operating in multiple countries or languages. Responsible for hreflang implementation, localised content quality, and ensuring that the right pages rank in the right markets.

Goals:

  • Identify hreflang errors across a complex international site structure
  • Ensure localised pages are technically sound and not cannibalising each other
  • Detect near-duplicate content between translated pages that haven't been properly localised
  • Maintain consistent metadata quality across all language variants

Pain points:

  • Hreflang errors are easy to introduce and difficult to audit manually across hundreds of pages
  • Machine-translated pages often produce near-duplicate content that dilutes authority
  • Self-competition between language variants (e.g. /en/ vs /en-gb/) is common and costly
  • International sites have higher technical complexity — more pages, more redirect chains, more canonical issues

Platform features they use:

  • Hreflang validation — checks presence, conflicts, and return-link integrity across all variants
  • Near-duplicate content detection — surfaces poorly localised pages with 80%+ similarity
  • Self-competition checker — identifies keyword cannibalisation across language and regional variants
  • Canonical tag validation — catches cross-language canonical errors
  • Affected-pages lists — triage by language variant or subdirectory

Usage behaviour: Runs full audits after each major localisation release and uses the hreflang and near-duplicate reports as primary quality-control checks before new market launches.

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