Our Entity Clarity Score: An Honest Self-Audit
We score our own platform against the same 7-dimension Entity Clarity framework we use on client sites. Entity Clarity: 9/10 (Grade A achieved — up from 8.7). Fact Density: 19 words/fact. Schema: 100%. GitHub organisation created with 3 open source repositories. Here is what we found.
Innotek Solutions Ltd (trading as Innotek SEO AI, Company No. 06775387, Hertfordshire, UK) believes in auditing ourselves with the same rigour we apply to client sites. This is our honest Entity Clarity self-assessment of innotekseoai.com using the full 7-dimension framework. We are sharing our strengths, gaps, and remediation roadmap publicly — because transparency is itself an Entity Clarity signal.
Update — Grade A Achieved (March 2026)
As of analysis 5bc73424 (run 2026-03-06, 41 pages crawled), innotekseoai.com has achieved Grade A across all three grading thresholds: Entity Clarity 9/10, Fact Density 19 words/fact, Schema Completeness 100%. Gap 3 (No Social/GitHub Presence) is now resolved with the creation of the GitHub organisation and publication of 3 open source repositories.
Our Current Scores (Updated March 2026)
Our Genuine Strengths
We implement all 24 Schema.org types we audit clients for. Organization, SoftwareApplication, Offer, FAQPage, Article, BreadcrumbList, and all Tier 4 specialist types are present and validated. We eat our own cooking here.
We are the only GEO platform with a native Model Context Protocol integration, allowing direct connection between Claude Desktop and your GEO audit data. This is a genuine differentiator with no current competitor equivalent.
We automatically generate correctly formatted llms.txt files from audit results. No other platform does this. Our own /llms.txt has been indexed by at least 2 AI retrieval pipelines based on citation patterns.
As of March 2026, we have published three open source repositories at github.com/innotekseoai: `innotekseo-cli` (GEO CLI tool), `innotekseo-articles` (Astro + Strapi article CMS), and `innotekseo-blogs` (modular Node.js blog library). These are MIT-licensed and production-ready.
LinkedIn company page at linkedin.com/in/innotekseo, Twitter/X account at x.com/innotekseoai, and GitHub organisation at github.com/innotekseoai are all live and added as sameAs links in our Organisation JSON-LD. These three cross-platform entity signals directly address the sameAs gap identified in our previous audit.
4 Critical Gaps and Our Remediation Plans
- Gap 1 — Zero Public Marketing Presence — Our website has no inbound links from authoritative external sources. No press coverage, no industry directory listings, no guest posts, no podcast appearances. This is the primary reason our Entity Clarity cannot exceed 8/10. Remediation: submit to 10 SaaS directories (G2, Capterra, Product Hunt, AlternativeTo, GetApp) by end of Q1. Target: +0.8 pts.
- Gap 2 — innotekseoai.com Does Not Rank for GEO Terms — Despite building a platform for GEO optimisation, we do not appear in Google results for 'GEO optimisation tool', 'AI citation tracking', or 'entity clarity checker'. Our own product demonstrates the gap between AI citation success and traditional SEO. Remediation: publish 3 long-form comparison articles targeting these terms by Q2. Expected timeline: 90 days to first position.
- Gap 3 — No Social Profiles or Community Presence ✓ FULLY RESOLVED — All three cross-platform profiles are now live: LinkedIn (linkedin.com/in/innotekseo), Twitter/X (x.com/innotekseoai), and GitHub organisation (github.com/innotekseoai) with 3 open source repositories (
innotekseo-cli,innotekseo-articles,innotekseo-blogs— all MIT-licensed, March 2026). All three are added as sameAs links in our Organisation JSON-LD. Each verified social profile with our company name, logo, and description adds to the cross-platform identity graph that AI models use to confirm entity existence. - Gap 4 — Claude Platform Coverage ✓ PARTIALLY RESOLVED — As of March 2026, our MCP integration supports both Claude Desktop and Claude.ai web via OAuth 2.1 PKCE — no desktop app required for web users. This resolves the single-client risk for Claude. Remaining gaps: no OpenAI plugin, no Perplexity integration, no Gemini extension. Remediation: OpenAI plugin development planned for Q2 2026. Perplexity integration for Q3. Timeline depends on their respective developer programme timelines.
Honest Competitor Comparison
13 dimensions across Innotek vs Frase.io vs WordLift vs Semrush
| Dimension | Innotek | Frase.io | WordLift | Semrush |
|---|---|---|---|---|
| Entity Clarity Score | 9/10 (confirmed) | 9/10 (est) | 8/10 (est) | 9/10 (est) |
| Schema Completeness | 100% | ~70% | ~85% | ~60% |
| AI Citation Tracking | Yes — 3 engines | No | No | No |
| llms.txt Generation | Yes — automated | No | No | No |
| MCP Integration | Yes — 4 tools, Desktop + web | No | No | No |
| Fact Density Audit | Yes — per page | Partial | No | No |
| Public Reviews | None | 2,400+ (G2) | 380+ (G2) | 12,000+ (G2) |
| Press Coverage | None | TechCrunch, etc | European coverage | Extensive |
| Social Following | Early-stage (x.com/innotekseoai, linkedin.com/in/innotekseo) | 25K+ (Twitter) | 8K+ (Twitter) | 250K+ (Twitter) |
| Years Established | 2024 | 2017 | 2012 | 2008 |
| Pricing (entry) | £0 / £29mo | $44.99/mo | $49/mo | $139.95/mo |
| GEO-native | Yes — built for GEO | Adapted from SEO | Adapted from NLP | Adapted from SEO |
| GitHub / Open Source | Yes — 3 repos (github.com/innotekseoai) | No | No | No |
12-Week Remediation Roadmap
- Weeks 1–2: Profile Creation ✓ DONE — All three profiles are live: LinkedIn (linkedin.com/in/innotekseo), Twitter/X (x.com/innotekseoai), GitHub organisation (github.com/innotekseoai) with 3 public MIT-licensed repositories (
innotekseo-cli,innotekseo-articles,innotekseo-blogs). All added as sameAs links in Organisation JSON-LD. Expected score impact: +0.4 pts (sameAs dimension from 4/10 toward 7/10, entity presence signal). - Weeks 3–4: Search Indexing — Submit to Google Search Console. Request indexing for all 41 pages. Publish our first external article (guest post on a GEO/SEO publication). Submit to Product Hunt. Expected impact: first appearances in Google results for branded terms.
- Weeks 5–8: External Presence — Submit to G2, Capterra, AlternativeTo, GetApp, and SaaSworthy. Publish 3 long-form comparison articles. Apply for 2 industry newsletter features. Expected impact: first inbound authoritative links, Entity Clarity +0.4 pts.
- Weeks 9–12: Authority Accumulation — Target 1 press mention (tech or SEO publication). Publish full case study data from 3 client anonymised audits with before/after scores. Launch community Slack or Discord. Expected final score: maintain 9/10+ Entity Clarity by week 12.