AI Readiness Report: AcmeCRM
https://acmecrm.io/features/contact-management
AI Readiness Score
Needs Improvement
Score Breakdown
Individual component scores contributing to overall AI readiness
AI Citability Profiles
Optimization scores based on structural signals prioritized by each model's retrieval algorithm.
Google Gemini
Schema completeness and entity authority signals
Add FAQ or HowTo schema markup — Gemini directly parses structured data to build answers
Add sameAs links to Wikipedia, Wikidata, or LinkedIn in your Organization schema
Implement Organization, FAQ, and HowTo schema. Gemini heavily indexes structured data from Schema.org markup to verify entity identity.
Ensure your Google Business Profile is complete with accurate NAP data, categories, and photos. Gemini pulls directly from Google's Knowledge Graph.
Create or link YouTube videos with full transcripts. Gemini indexes YouTube content as a primary training source within Google's ecosystem.
If applicable, ensure product data in Google Merchant Center matches your website. Gemini cross-references product information across Google services.
Gemini prioritizes mobile-friendly content. Ensure responsive design, fast load times, and touch-friendly navigation.
ChatGPT
Readability, heading clarity, and metadata precision
ChatGPT prefers content with clear H1/H2/H3 hierarchy. Use question-based headings that match user intent directly.
Create helpful, non-promotional posts on relevant subreddits. ChatGPT heavily indexes Reddit threads and AMAs for training data. Answer questions about your industry with genuine expertise.
ChatGPT uses Bing's index for web browsing. Submit your sitemap to Bing Webmaster Tools and fix any crawl errors. Ensure Bing can fully index your pages.
Rewrite key sentences in clear SPO format: '[Brand] provides [Service]' instead of vague constructions. ChatGPT extracts facts from clear declarative statements.
Shorten sentences to under 20 words. Use active voice. Target Flesch-Kincaid score above 60. ChatGPT favors easily parseable content.
Claude
Content depth, citation quality, and balanced tone
Link to 2 more distinct external sources — Claude favors verifiable claims
Claude values well-sourced content. Add 5-8 links to peer-reviewed studies, government data, or established industry sources. Each citation strengthens your credibility signal.
Claude favors nuanced, long-form analysis (1500+ words). Add sections covering edge cases, counterarguments, and expert perspectives. Avoid surface-level overviews.
Perplexity
Data density, external citations, and answer-engine formatting
Add a comparison or data table to boost data density signals
Cite sources from multiple distinct domains — Perplexity cross-references external links when surfacing answers
Perplexity cites tabular data 3.2x more than paragraphs. Convert comparison sections into HTML tables with clear headers. Include pricing, feature, or specification tables.
Perplexity's RAG system values pages that themselves cite authoritative sources. Add 8-12 external links to create a bidirectional trust signal.
Add a Q&A section with 5-10 common questions. Use the exact question phrasing users search for. Perplexity frequently extracts FAQ content for direct answers.
Platform Score Breakdown
How your page ranks in each AI engine's retrieval model
Gemini score (19/100) is critically low — missing JSON-LD and Organization Schema
AI Crawler Access
Verification that AI bots can physically access your site
All AI bots can access your site. No action needed.
Parser Survival
Checks whether LLM parsers can cleanly extract your content.
RAG Readiness (GEO Signals)
Universal RAG signals that control how LLMs chunk, rank, and inject your content into context windows.
0 tables, 3 unordered lists, 0 ordered lists
A paragraph exceeding 400 words with no surrounding H2/H3 was detected.
No JSON-LD schema blocks detected.
Mixed density. Replacing vague claims with specific data points will improve citation rates.
Entity Identity
Knowledge Graph connections that help AI models verify your authority
Excellent entity identity!
Schema Markup Status
Perfect Entity Identity!
Your entity is fully defined with Knowledge Graph connections. AI models can verify your authority through established identity markers.
Answer Engine Optimization (AEO)
How well your content is formatted for AI quick answers in RAG systems
0 question-answer pairs detected
No Q&A pairs found.
Direct Q&A format increases AI citation likelihood by 23%.
0% list density (3 unordered, 0 ordered)
Low list density detected.
Bullet points boost AI Overview inclusion by 4.72%.
0 data tables detected
No data tables found.
Perplexity cites tabular data 3.2x more frequently than paragraphs.
Fluff score: 1/100 (lower is better)
Why AEO Matters
Answer Engine Optimization formats your content for how RAG (Retrieval Augmented Generation) systems extract and present information. Higher AEO scores mean better visibility in AI-powered search results from ChatGPT, Claude, Gemini, and Perplexity.
Page Data
H1 Tags
1
H2 Tags
3
Schema Markup
Detected structured data on your page
Adding FAQ + HowTo schema can improve your AI readiness score by up to 20 points
Research-Backed Recommendations
Prioritized improvements with published research backing each suggestion
Add a Recency Signal (dateModified)
Add FAQ Schema Markup
Add External Source Citations
Define Entity Identity
Increase List Usage
Add Data Tables
Estimated total improvement: +52 points
Completing all recommendations could improve your score from 47 to 99
Query Fan-Out Analyzer
Sub-queries AI engines generate when a user asks about your product category
best CRM for small business
contact management software comparison
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"AcmeCRM allows teams to organize contacts using custom fields and pipeline stages."
HubSpot vs Salesforce vs AcmeCRM
CRM with Gmail integration
"AcmeCRM integrates natively with Gmail, syncing emails automatically to contact records."
free CRM with unlimited contacts
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Citation Source Intelligence
Where AI engines source citations for your product category
Source Breakdown
Competitor Citation Leaders
reddit.com
34 AI citations
g2.com
28 AI citations
youtube.com
21 AI citations
news.ycombinator.com
18 AI citations
capterra.com
15 AI citations