See. Diagnose. Fix.
citeproduct is an AI Search Readiness audit. Give it a URL and it scores your site across 7 dimensions, asks 5 real engines (ChatGPT, Claude, Gemini, Perplexity, DeepSeek) whether AI names you or a competitor, then hands you concrete copy-paste fixes.
Choose by what you need to learn
Choose by goal: audit one page, check whether AI names you, or audit the full site.
| Page audit | AI visibility | Full-site audit | |
|---|---|---|---|
| In one line | Instant health check | Deep AI dive on one page you pick | Full AI on your homepage + up to 9 more Page Audits |
| Pages scanned | 1 | 1 (any page you pick) | Homepage + up to 9 more |
| AI analysis | Rules only | Full AI (LLM) | Same full AI on homepage, rules on the rest |
| “Does AI name you?” | Not in Page audit | ✓ | ✓ (on homepage) |
| Copy-paste fixes | Starter | Full | Full for homepage + site-wide plan |
| Site-wide issues | Not in Page audit | Not in AI visibility | ✓ duplicate titles, thin pages, gaps |
| Speed | Instant | ~30 to 60s | ~1 to 2 min |
| Account | Not needed | Free account | Free account |
| Best for | One page, free and instant | One key page, in depth | Homepage depth + full-site coverage |
Same engine, different scope. A Full-site audit checks AI visibility on your homepage, then runs a fast Page audit on up to 9 more pages and rolls the findings into one prioritized plan. Choose AI visibility when you only need to measure one key page.
See what AI engines see
AI Search Readiness score
One URL, scored across 7 dimensions: crawlability, entity clarity, answerability, trust signals, structured data, content depth, and AI citation readiness. You see exactly where you stand and what to fix first.
AI Visibility Snapshot
We ask 5 real engines (ChatGPT, Claude, Gemini, Perplexity, DeepSeek) the buyer questions your customers would ask, web-grounded and live, then report whether AI names you or a competitor. Not self-reported. Measured.
Citation sources
For every buyer question, see where AI actually got its answer: your pages, competitor sites, review and comparison sites, communities, and encyclopedias. It shows why AI cites a rival and which pages you need to compete on. Captured free from the same scan.
Full-site audit
Runs AI visibility on your homepage, Page Audits up to 9 more important pages, and rolls the findings into a prioritized site-wide action plan.
Crawler access check
Are GPTBot, ClaudeBot, PerplexityBot, Google-Extended, Googlebot, Bingbot and CCBot allowed by your robots.txt? If they are blocked, nothing else matters.
Drift tracking
Git for SEO. We snapshot key fields each scan and flag what changed, so a silent canonical or robots change never slips by.
SEO foundation
The basics AI still relies on: titles, meta, headings, canonical, structured data, images, mobile readiness.
Measure the signal. Get concrete fixes.
Every diagnosis comes with the copy-paste fix that closes it: JSON-LD schema, an llms.txt draft, FAQ and answer content, and before-and-after content rewrites.
JSON-LD schema, ready to paste
Drafted Organization, Product, FAQ and Article markup so AI can parse your entities and facts. Copy it straight into your page.
llms.txt draft
A generated llms.txt that points AI tools at your most useful pages.
FAQ and answer content
The exact questions your buyers ask AI, drafted as Q&A you can publish as-is.
Content rewrites
Before-and-after rewrites that turn vague marketing copy into quotable, citable answers.
Summary block and headings
A concise entity-defining summary plus the headings and pages you are missing.
AI prompt coverage
Which buyer questions your page answers well today, and which ones you are invisible for.
Measured impact
We apply the recommended fixes to your page and re-score it deterministically (no AI), so you see the exact AI and SEO point lift before you ship anything.
Download your report
Export a standalone report (open it to print or save as PDF) to share the findings and the fixes with your team.
Watch it move over time
A scan is a snapshot. citeproduct keeps the history, so you can see AI readiness climb or slip on every page you care about.
Monitor, over time
Every page you scan gets its own line on the Monitor: AI Readiness, SEO and AI mentions, tracked across scans. Follow any page you pick, not just the homepage.
Regression alerts and weekly digest
When AI readiness drops on a page you track, the Monitor flags it and emails you automatically. A weekly digest rolls up the movement across all your pages, and you can unsubscribe anytime.
Scheduled re-scans (Pro)
Pro re-runs your tracked pages automatically on a weekly cadence, so the trend keeps filling in without a manual scan.
Trustworthy by construction
An AI tool that hands you fixes has to be honest about its own output. Three gates keep it that way:
No-fabrication gate
We scan our own generated copy for numbers with no source and flag them, so you never publish a made-up stat.
Anti-AI gate
Heuristics that score how AI-slop content reads, applied to your page and to our own rewrites.
Data-sufficiency guard
If we cannot fetch a page or it has no readable content, we say so instead of inventing a confident score.
Run it on your site
Free Page audit, no signup. See your readiness scores and the first fixes in under a minute.