AI search optimization for content creators

AI engines read your posts and answer with them, sometimes with a link and often without. See which articles get cited, which ones AI crawlers read, and what to update so the next answer credits you.

Start free Run the free audit

fieldnote.app4,571 credits

Citations

fieldnotes.blog · your articles in AI answers

Illustrative data

Articles cited

Prompts tracked

AI bot visits

2,140

7 days

Subscribers

3,820

Contacts

Cited by engineYour articles

Perplexity9
ChatGPT6
Gemini4
Claude2

Most cited articles

/sourdough-hydration-guide7
/best-dutch-oven-tested4
/starter-troubleshooting3

AI answer engines measured: 6
AI-written articles a month on Starter: 33
free SEO tools: 100+
free credits at signup, no card: 100

What is AI search optimization for content creators?

AI search optimization for content creators is the work of getting your articles cited, with a link, when ChatGPT, Perplexity, Gemini or Google's AI answer your readers' questions. AI Rank Lab shows which of your posts each engine cites, which posts AI crawlers read, which ones are losing Google clicks, and what to change on the page so the next answer credits you.

AI answers use your work. Do they credit it?

Readers ask an AI instead of searching. Creators need to know which posts the engines use, which ones they cite, and how to keep an audience they own.

Answers without the click

An AI can summarize your guide in two sentences. Unless it cites the page, the reader never meets you.

No idea which posts AI reads

Analytics hides AI crawlers and lumps AI referrals in with everything else, so you can't tell what the engines value.

Old posts quietly decay

Clicks fade on articles that used to rank, and you notice months later, after the AI answer has moved on too.

Rented reach

Search and social traffic can vanish overnight. An email list is the audience you keep.

What your readers ask AI instead of searching

Track the questions your best posts answer, and see whether the AI answer cites you or someone else.

Track the questions your posts should own

Brand Visibility runs each question on ChatGPT, Claude, Gemini and Perplexity and records whether your site is named and which URLs are cited, so you see the exact article that earned (or missed) the citation.

Questions suggested from your own posts
Cited URLs for every answer
Rival creators named per engine

Citation tracker

fieldnote.app4,571 credits

AI Prompt Research

fieldnotes.blog · suggested

Illustrative data

QuestionsCited?

how to fix a runny sourdough starterCited
best dutch oven for breadRival
sourdough hydration chartCited
why is my bread denseNot cited
bread baking newsletterNot cited

Sample site. Opt a question into the Action Plan citation tracker and it is re-checked weekly.

A creator's workflow, end to end

From the AI answer to the inbox: measure the citations, fix the posts, write the next one, read the numbers and grow the list.

Find your citations
Fix the post
Write what's missing
Catch decay early
Own your audience

Find your citations

See which of your articles AI engines cite for your topics, and which rival pages they cite instead.

Citation analytics

Citations · why is my bread denseIllustrative

rivalbakes.example/dense-breadCited ×3
fieldnotes.blog/crumb-guideNot cited
forum.example/thread/2231Cited ×1

Fix the post

Audit the article for answer-engine readiness: a direct answer up top, clear headings, FAQ and structured data, and AI crawler access.

AEO audit

Action Plan · /crumb-guideIllustrative

Answer “why is my bread dense” in the first paragraphRival page does; yours buries itDo first
Add FAQ schema4 questions already on the pageNext

Write what's missing

The AI content writer researches the pages AI already cites for a topic, builds an outline and drafts the post with an SEO score.

AI content writer

Writer · draftIllustrative

Why is my sourdough dense? 7 causes, testedOutline from 6 cited pages
SEO score88
PublishWordPress

Catch decay early

GSC Mastery's Content Decay Radar flags posts losing clicks, and CTR Opportunities finds titles worth rewriting.

Search Console Mastery

GSC Mastery · Content Decay RadarIllustrative

/best-dutch-oven-testedClicks, last 28 days vs prior−34%
/starter-troubleshootingCTR below position averageRewrite title

Own your audience

Collect sign-ups with the Form Builder, keep them in Contacts, and send your newsletter as a campaign through your own SMTP.

Email marketing

Campaigns · CRM & Marketing SuiteIllustrative

Sunday bake: dense bread, fixed3,820 contacts · your SMTPScheduled
Sign-up form on /crumb-guideForm Submissions+46 this week

Tools that fit how creators work

Four parts of the suite matter most when your content is the product.

Citation tracking for your articles

See which URLs AI engines cite for the questions you care about, how often your own posts appear, and which competitors take the citation instead.

Cited URLs per prompt and engine
Your share of citations against rivals
Weekly re-check for prompts you opt in

Citation tracker

fieldnote.app4,571 credits

Citations

36 prompts · 4 engines

Illustrative data

Share of citationsYour topic

rivalbakes.example27%
fieldnotes.blog19%
forum.example12%
magazine.example8%

See which posts AI crawlers read

A small tracking tag records AI bot visits and AI assistant referrals per page, so you know which articles the engines read and which ones send readers back.

GPTBot, ClaudeBot, PerplexityBot and more
AI referrals per page
Posts read but never credited

AI bot tracking

fieldnote.app4,571 credits

AI Bots Tracker

Last 7 days

Illustrative data

Most crawled posts

/sourdough-hydration-guide412
/crumb-guide268
/best-dutch-oven-tested155

Research-first AI writing

The content wizard analyzes your site, suggests prompts and topics, builds an outline from competitor research and writes the draft with an SEO score you can edit before publishing.

Outline from pages AI already cites
SEO score on every draft
Publish to WordPress or by webhook

Content optimization

fieldnote.app4,571 credits

AI Content Writer

Draft · 1,620 words

Illustrative data

SEO score

Sources

Headings

FAQ

Topics people actually search

The keyword planner shows Google volume and difficulty, and whether an AI Overview appears, so you choose posts that can earn both the click and the citation.

Volume and difficulty
AI Overview presence
Prompt ideas next to keywords

Keyword planner

fieldnote.app4,571 credits

Keyword & Prompt Research

sourdough · English

Illustrative data

KeywordsAI Overview

sourdough starter not risingYes
sourdough discard recipesNo
dense sourdough breadYes

Why one check is not a measurement

AI answers change from one run to the next. Our own tracking data shows how often, which is why AI Rank Lab keeps every run.

44%

of prompt–engine pairs switched between naming a brand and leaving it out at least once.Method: 991 successful runs of 45 prompt–engine pairs tracked in AI Rank Lab between 13 February and 30 October 2026. Only pairs with five or more runs are included. Aggregated and anonymised; no customer is identified.

Six engines, one prompt set

Brand visibility

Each run asks ChatGPT, Claude, Gemini, Perplexity, Google AI Overviews and Google AI Mode and stores mention, position, sentiment, competitors named and cited URLs.

Every run is kept

Citation analytics

Runs are stored so you compare like with like over time, instead of trusting one screenshot of one answer.

Weekly re-check where it matters

Citation tracker

Prompts you opt in to the Action Plan citation tracker are re-checked every week. Other runs happen when you start them.

Try it before you pay

Compare plans

Signing up gives 100 free credits with no card: enough for one site audit or one brand visibility prompt run, and the 100+ free tools need no credits.

Questions creators ask us

Something else? Ask the team

How do I know if ChatGPT or Perplexity cites my articles?

Add the questions your posts answer as prompts. Each run records whether your site is named and which URLs the answer cites, on ChatGPT, Claude, Gemini, Perplexity, Google AI Overviews and AI Mode.

Do I get alerts when an AI cites me?

There are no real-time alerts. Brand visibility prompts run when you start them, and every run is stored for comparison. The only automatic re-check is the Action Plan citation tracker: prompts you opt in are re-checked weekly.

Can I see AI crawlers visiting my blog?

Yes. Install the tracking tag and the AI Bots Tracker records visits from AI crawlers and referrals from AI assistants per page.

Will AI-written drafts sound like me?

Drafts are a starting point: the writer researches the pages AI already cites and builds the outline, and you edit before publishing. You choose when a draft is published.

Can I send my newsletter from AI Rank Lab?

Yes. Connect your own SMTP account, keep subscribers in Contacts and Lists & Tags, and send or schedule campaigns with open tracking and one-click unsubscribe. Sending costs 1 credit per 50 emails.

Can I check my AI visibility for free?

Partly. The SEO, AEO and GEO audit is free and scores a page for AI readiness, and the free llms.txt and AXP checkers need no account. Checking whether engines actually cite you needs prompt runs: the 100 free signup credits cover about one brand visibility prompt run, with no card.

How much does it cost?

Every plan includes every workspace and one monthly pool of credits: Starter $69 (10,000 credits), Professional $149 (30,000) and Enterprise $499 (150,000). Custom plans add volume discounts, dedicated support and an SLA. Annual billing saves 20%. Signup gives 100 free credits with no card.

Find out if AI credits your work

Paste your site. The free audit scores it for SEO, answer engines and generative engines, with the fixes.

Start free Book a demo