Generative Engine Optimization

Find out if your brand is recommended in AI search.

LLMConquer records live answers from ChatGPT, Perplexity, Gemini, Google AI Overviews and Microsoft Copilot. Track mention rate, sentiment, and citations, then research the prompts that win the recommendation.

LLMConquer dashboard

Monitored across the engines that answer your buyers.

ChatGPT
Perplexity
Gemini
Google AI Overview
Microsoft Copilot
ChatGPT
Perplexity
Gemini
Google AI Overview
Microsoft Copilot

Why LLMConquer

Search rankings do not show
you the answer. We do.

Buyers now ask models, not only Google. LLMConquer runs your prompt set on a schedule, stores the response, and traces every citation — so GEO work is measured, not guessed.

Live prompt monitoring

Cloro executes the same buyer questions on each engine. You see the actual answer, whether you were mentioned, and which sources were cited.

Activity
Maya Chen9:14

Share of voice on “best GEO platform” dropped overnight.

LLMConquer9:14

ChatGPT named a competitor first. Citation gap: comparison pages (42% of answers). Perplexity still cites your docs.

Maya Chen9:15

Import those comparison prompts into the daily set.

Signals from every run

Mention rate, share of voice, and missing citations land in one feed so GEO work is queued from evidence, not anecdotes.

Available engines

ChatGPT logo
ChatGPT

Live answers, mentions, and source URLs

Perplexity logo
Perplexity

Cited pages and recommendation mix

Gemini logo
Gemini · AI Overviews

Copilot on Pro and Business

The engines that answer your buyers

Starter monitors ChatGPT, Perplexity, Gemini, and Google AI Overviews. Microsoft Copilot is on Pro and Business. Claude, Grok, and Meta AI are on the roadmap.

Platform

One workspace for mention,
citation, and readiness

Visibility, prompts, sentiment, citation gaps, technical GEO checks, and competitor share of voice — across every engine you monitor.

AI Visibility

Track mention rate and visibility score across ChatGPT, Perplexity, Gemini, and Google AI Overviews. Copilot is included on Pro and Business.

Prompt Tracking

Run the same buyer questions on a schedule and see when each engine mentions your brand.

Brand Sentiment

See how engines describe your brand — positive, neutral, or negative — and trace every negative mention back to its source.

Citation Gap Analysis

See which URLs models cite when they recommend a brand, and which source types you are missing.

GEO Readiness Audit

Confirm GPTBot, ClaudeBot, and PerplexityBot can crawl your site — llms.txt, robots, schema, and PageSpeed.

Competitor Share of Voice

See which brands engines name first on your prompt set, and by how much you are winning or losing.

Get your free ChatGPT, Google and Perplexity visibility report

Enter your domain to start a 14-day trial and run your first prompt set.

14-day trial on paid plans

Cancel before the trial ends and you are not charged

AI Research

Find the prompts models already reward

Exa searches the live web. Claude extracts buyer questions. DataForSEO attaches search volume. Import winners into daily monitoring.

Competitor gap prompts

Exa searches competitor domains. Claude extracts the buyer questions those pages already answer.

Niche discovery

Exa Answer finds adjacent questions in your category — the prompts engines already treat as in-market.

Similar prompts

Exa Find Similar starts from pages that already get cited and returns the next prompt cluster to monitor.

  • Prompt: Find prompts where competitors get recommended instead of us
  • Search competitor sites: Exa site: search across selected competitor domains
  • Extract buyer questions: Claude pulled 24 high-intent prompts from page text
  • Find similar pages: Exa Find Similar on cited comparison URLs
  • Enrich with search volume: DataForSEO attached AI keyword volume to each prompt
  • Import to prompt set: 18 prompts added to the GEO monitoring portfolio
  • Schedule engine runs: Cloro queued daily runs on five available engines

Citation brief · 7-day window

Reasoning

Engines cite comparison pages and Reddit threads more than your product docs. Competitor listicles appear in 42% of answers. Canonical tags failed the last domain audit, which can split crawl signals for GPTBot and PerplexityBot.

Sources
Exa logoDataForSEO logoChatGPT logoPerplexity logo

Citation set updated

Sourced from live answers and Exa pages

Brand intelligence

Citations, competitors, and crawl
readiness — in one read

See which URLs models cite, which domains outrank you in answers, and which technical checks block GPTBot, ClaudeBot, and PerplexityBot.

Citation mix

See which URLs and source types models cite when they name a brand — listicles, comparisons, forums, docs.

Competitor domains

DataForSEO maps related keywords, competing domains, and backlink strength against the pages that win citations.

Domain and bot audit

PageSpeed lab data plus robots, llms.txt, and schema checks — so GPTBot, ClaudeBot, and PerplexityBot can crawl you.

  • LLMConquer compiles a citation brief from live engine answers, Exa pages, and DataForSEO competitor data.

Built for

Same visibility data. Different jobs to be done.

SEO lead reviewing generative search results

Prompt portfolios and crawl checks for

SEO & GEO teams

Build a prompt set, close citation gaps, and pass the technical checks AI bots need to read your pages.

Brand lead reviewing sentiment in AI answers

Sentiment and share of voice for

Brand & communications

See how engines describe you, trace negative sources, and measure who gets named first.

Agency strategist working across client brands

Research-to-monitor loop for

Agencies

Run AI Research, import winners into monitoring, and export CSV reports for every client workspace.

Pricing

Monitoring on the plan. Research and audits on credits.

See plans

Connectors

Grounded in the same stack
we run in production

Engine runs
Jordan Blake14:02

Queue “best AI visibility platform for agencies”.

LLMConquer14:02

Cloro completed five engines. You are mentioned on ChatGPT and Gemini. Perplexity cites a competitor comparison at reviewsite.com/geo-tools.

Jordan Blake14:03

Keep this on the daily schedule.

Cloro

Live prompt execution on ChatGPT, Perplexity, Gemini, Microsoft Copilot, and Google AI Overviews. Same question, recorded answers, every run.

What tools get recommended for AI visibility?

Exa

Exa

Neural search, page contents, cited answers, and find-similar. This is how AI Research discovers competitor prompts on the live web.

Exa logo
DataForSEO logo
Cloro logo
Anthropic logo
Google logo
OpenAI logo
Perplexity logo
Microsoft logo

DataForSEO and PageSpeed

Keyword volume, related keywords, competitor domains, and backlinks from DataForSEO. Lighthouse lab data from Google PageSpeed for domain audits. Claude extracts prompts; engines are recorded through Cloro.

FAQ

Everything you need
to know

Answers to the questions we hear most. Still curious? We're happy to chat.