An agent for AI search.

Watches what every AI engine ChatGPTPerplexityClaudeGeminiMicrosoft Copilot says about your brand. Then ships the fixes that get you cited, into your Google Tag Manager and Cloudflare Google Tag ManagerGoogle Analytics 4Google Search ConsoleCloudflareCloudflare Workers.

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Join growth teams getting early access
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.

Auto-deploy is live on every tier. Ship your first fix the same day. Cancel anytime.

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?

Nudle deploys. Competitors stop at the dashboard. They hand you a PDF of recommendations and walk away. From the Founder tier up, Nudle connects to your existing Google Tag Manager and Cloudflare account and pushes the fixes for you: JSON-LD schema, ARIA attributes, copy variants, and a per-site /llms.txt Cloudflare Worker. Every deploy is a versioned lift test you can roll back in one click.

How much does Nudle cost?

Four tiers, all USD, same price globally. Citation is $1/month, with every Nudle feature at starter limits, including auto-deploy via Google Tag Manager and Cloudflare, one concurrent lift test, and weekly probes across all four engines. Citation members also join the Nudle Beta cohort and test new features before they ship to higher tiers. Founder is $19/month, the agent for solo founders, with daily probes, 25 queries, 3 concurrent lift tests, and one site. Studio is $100/month, with five sites, a higher probe quota, 15 concurrent lift tests, audio recaps, 90-day Search Console backfill, and basic API access. Agency is $1,000/month, with 25 sites, full API access, white-label, custom citation queries written by Nudle, and priority Slack support. 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. If you want AI answer engines to describe your business correctly when a user asks about you, you need one. From the Founder tier up, Nudle writes the file for you and deploys it as a Cloudflare Worker so it stays in sync with your site.

“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

From $1 to $1,000. Pick the one that fits.

One platform. Four tiers. Same agent. Cancel anytime.

Citation
$1/month

Every Nudle feature with starter limits. Set up your tracking, watch the citations, and ship one fix a month for less than the price of a coffee. Members join the Nudle Beta and shape what we ship next.

Join the waitlist
  • 1 site
  • Weekly probes · 15 queries × 4 engines
  • The agent: 5 chats / day
  • Auto-deploy via GTM + Cloudflare
  • 1 concurrent lift test
  • 1 LLM-generated proposal / month
  • Auto-enrolled in Nudle Beta · test new features first
  • Community support
Most popular
Founder
$19/month

For solo founders running a single brand. The agent watches every day, deploys fixes the same hour, and ships your first lift test before the end of week one.

Join the waitlist
  • 1 site
  • Daily probes · 25 queries
  • The agent: chat, propose, ship
  • Auto-deploy via GTM + Cloudflare
  • 3 concurrent lift tests
  • 5 LLM-generated proposals / month
  • 30-day Search Console backfill
Studio
$100/month

For in-house growth teams running multiple brands. Higher probe quotas, audio recaps after every wizard run, and a 90-day Search Console window for serious lift work.

Join the waitlist
  • 5 sites
  • Daily probes · 50 queries × 5 sites
  • Everything in Founder
  • 15 concurrent lift tests
  • Unlimited LLM proposals
  • Audio recap on wizard runs
  • 90-day Search Console backfill
  • Basic API access
Agency
$1,000/month

For agencies operating dozens of client brands. Full API access, white-label, and 50 custom citation queries written by us each month so your team focuses on the work, not the queries.

Join the waitlist
  • 25 sites
  • Daily probes · 250 queries × 25 sites
  • Everything in Studio
  • White-label / custom domain
  • Full API access
  • 50 custom citation queries / month, written by Nudle
  • Priority Slack support · 2-hour SLA

Stop guessing what AI says about you. Ship the fix.

Start for $1. Unlock the agent at $19. Scale to $1,000 when you’re ready.