An agent for AI search.

Watches what every AI engine ChatGPTPerplexityClaudeGeminiMicrosoft Copilot says about your brand. See the prompts, pages, competitors, and crawlability gaps that decide whether you get cited.

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The agent

Stop reading SEO reports. Talk to the agent who wrote them.

Every other tool in this space dumps a 40-page audit on you and walks away. Nudle's agent reads your live citations, GA4 sessions, Search Console clicks, and lift tests, then tells you which page is bleeding queries, which keyword you can win this week, and which fix to ship first. One reply. One click. Live in your stack.

nudle.dev/agent
Nudle agent chat explaining which AI search opportunity to prioritise next
Visibility

See the citations Google Analytics will never show you.

ChatGPT cites your guide. Perplexity quotes your pricing page. Claude links your competitor instead of you. Nudle runs daily probes across 4 answer engines for every keyword you care about, ranks every page by citation share, and flags new wins and lost mentions the moment they happen. All in one keyword table you can actually work from.

nudle.dev/visibility
Nudle visibility dashboard showing AI citation rankings by keyword
Lift tests

Most tools tell you what to fix. Yours ships it.

Nudle turns every recommendation into a versioned lift test (copy variants, FAQ schema, JSON-LD, ARIA, llms.txt) pushed live through your existing Google Tag Manager and Cloudflare. Every test runs against a real citation baseline. After 7 days, the agent surfaces a single Nudle Lift Score and a verdict: PROMOTE, ROLL BACK, or EXTEND. One click does it.

nudle.dev/lift-tests
Nudle lift tests dashboard with deploy, promote, rollback, and extend actions

Start watching your citations for $1.

Start with prompts, citations, competitors, and crawlability. The deployment agent is the next layer.

Start for $1 →
Sources

Your GA4 says ‘direct.’ It was Perplexity.

Most AI-referred sessions land in GA4 as ‘direct’ or ‘unassigned.’ Invisible. Nudle joins each ChatGPT, Perplexity, Gemini, and Claude visit to the source query and the citation that triggered it, then sits the channel beside Google, social, and email in one chart. You finally see which engines are bringing in revenue, not just impressions.

nudle.dev/sources
Nudle sources dashboard comparing ChatGPT, Google, Perplexity, Instagram, Direct, Gemini, and LinkedIn traffic
Audiences

AI-referred visitors convert 2× higher. Now go retarget them.

Nudle groups visitors by intent and source: hot leads from ChatGPT, Perplexity-referred high-value pageviews, AI-assisted sessions that almost converted. Every audience syncs to GA4 and your ad platforms automatically, so the visitors AI sent you become the visitors you can email, retarget, and follow up with.

nudle.dev/audiences
Nudle audiences dashboard showing hot leads and AI-referred visitor segments
Field notes

What gets cited. What gets ignored. What to ship next.

View all guides

Frequently asked

What is AI search visibility?

AI search visibility is how often, and how accurately, your website is cited inside AI-generated answers from major answer engines and Google AI Overview. Roughly 40% of search journeys now end inside an AI answer instead of a blue-link click, so being cited there is the new ranking. Nudle measures your citation share across each engine, surfaces which pages are getting picked up, and shows what to change when you're missing.

How do I track ChatGPT citations of my website?

Nudle runs scheduled probes across major AI answer engines using your highest-intent queries. Every time an engine cites your domain in an answer, Nudle records the prompt, the engine, the cited URL, and the surrounding context. You see the citation feed in real time and can compare your share of voice against competitors.

What is Google AI Overview and how do I track it?

Google AI Overview (formerly Search Generative Experience) is the AI-generated answer that appears above the standard blue-link results on a growing share of Google queries. Nudle tracks AI Overview citations by combining a Google Search Console pull (filtered to the AI Overview searchAppearance) with direct probes of the AI Overview surface. You see which queries trigger an Overview, whether your site is cited, and which competitors are.

What is generative engine optimization (GEO) and how is it different from SEO?

Generative engine optimization (GEO, sometimes called answer engine optimization or AEO) is the practice of structuring your site so it gets cited inside AI-generated answers, not just ranked in classic search results. The mechanics overlap with SEO (clear headings, structured data, crawlable HTML, authoritative content), but GEO adds AI-specific signals: an /llms.txt manifest, ARIA-labelled answer blocks, JSON-LD that explicitly answers questions, and content written to be quotable in two or three sentences.

Does Nudle actually deploy the fixes, or just tell me what to change?

That is the vision of Nudle. The launch product starts with AI visibility tracking: prompts, citations, competitors, crawlability checks, and reports. The deployment agent for approved site fixes and lift tests is coming next once the connected-services approvals are complete.

How much does Nudle cost?

Two visibility plans are live at launch. Visibility Starter is $1/month for one site, tracked prompts, weekly visibility scans, competitor pressure, and crawlability checks. Visibility Plus is $19/month for expanded prompts, multi-engine scans, competitor changes, bot access checks, and shareable reports. The $100 Deployment Agent and $1,000 Agency tiers are coming soon. Billing runs through Paddle as Merchant of Record, so VAT, sales tax, and currency conversion are handled automatically.

Is Nudle a good fit for South African businesses?

Yes. Nudle is built in South Africa for the South African market first, then global. Pricing is in USD so it's predictable, the platform handles ZA-specific concerns like POPIA compliance and a Consent Mode v2 cookie banner out of the box, and the citation engines all return ZA-localised answers when your site targets a South African audience.

What is llms.txt and do I need one?

An /llms.txt file is a plain-text manifest at the root of your domain that tells AI crawlers which pages on your site are most important and how to summarise them. Think of it as robots.txt for large language models. Nudle checks whether your site has one during visibility scans; managed generation and deployment is part of the deployment-agent roadmap.

“Other AI search tools hand you a forty-page report and walk away. Yours hands you an agent that ships the fix overnight. While they’re still in committee, you’re already live.”
The Nudle team
Pricing

Start with visibility. Ship later.

We are opening access in a small beta first. Pick the lane that fits your team and request an invite below.

Visibility Starter
$1/month

For getting your first AI visibility baseline live. Track where one site appears, who shows up instead, and whether AI crawlers can read the pages that matter.

Join the beta
  • 1 site
  • 10 tracked prompts
  • Weekly visibility scan
  • Competitor pressure
  • AI crawlability checks
  • Monthly ChatGPT sample
  • Weekly visibility brief
Most popular
Visibility Plus
$19/month

For founders and teams who want a real weekly readout. More prompts, broader scans, competitor changes, bot access checks, and reports you can share.

Join the beta
  • 1 site
  • 25 tracked prompts
  • Weekly multi-engine scans
  • Competitor change tracking
  • Bot access checks
  • Shareable visibility reports
  • Priority refresh allowance
Coming soon
Deployment Agent
$100/month

For teams that want Nudle to ship approved visibility fixes, not just report on them. This is the next layer once connected-service approvals are complete.

Coming soon
  • 3 sites
  • Everything in Visibility Plus
  • Approved fix deployment
  • GTM + Cloudflare workflows
  • Lift tests
  • Nudle Lift Score
Coming soon
Agency
$1,000/month

For agencies and multi-site operators that need higher volume, reporting, and client workspace support. Not part of the first launch wave.

Coming soon
  • 25 sites
  • Everything in Deployment Agent
  • Client workspaces
  • White-label reporting
  • Higher probe volume
  • Priority support

Stop guessing what AI says about you. Find the gap.

Start visibility tracking for $1. Expand to weekly multi-engine tracking at $19.