Prompt research
The 100 prompts that decide your category
We map the buyer's real ChatGPT prompts: comparisons, alternatives, best-of, how-to and buyer questions - then audit what ChatGPT currently says for each.
ChatGPT optimization
Be the brand ChatGPT recommends.
When a buyer asks ChatGPT 'who's the best [service] in [city]', the answer is decided by a mix of pre-training data, live retrieval and citation signals. We engineer every layer.
- SearchGPT live-web citation coverage
- Third-party mention footprint
- Entity graph tuned for LLM retrieval
- Prompt-level answer tracking
Direct answer
How do you influence what ChatGPT says about your brand?
ChatGPT answers are shaped by a mix of training data, real-time web search via ChatGPT Search, and the specific prompt the user typed. To be recommended, you need consistent brand information across the open web, strong topical content on your site, and citations on sources the model trusts - especially Reddit, LinkedIn, YouTube and reputable publications - plus fresh, well-structured pages that show up in ChatGPT's live web search.
Reference: OpenAI ChatGPT SearchReference: OpenAI GPTBot documentation
How we move ChatGPT
Show up when buyers ask ChatGPT for a recommendation.
Off-site presence
Reddit, LinkedIn and YouTube as ranking signals
ChatGPT weights community consensus heavily. We build the presence on the sources it actually reads.
Authority content
Long-form assets ChatGPT quotes
Definitive guides, comparison hubs and glossaries structured for LLM extraction, with clear headings, tables and bullet answers.
Tracking
Weekly prompt tracking
We monitor how your brand appears across a fixed prompt set weekly, so we can catch shifts and correct positioning fast.
What ChatGPT actually retrieves from
Two layers - and both are optimizable.
Pre-training signals
Wikipedia, editorial media, review platforms and industry-canonical sources shape base-model recommendations.
Live retrieval
SearchGPT and browsing modes fetch and cite the open web - we make sure your pages are what they surface.
Structured answers
Q&A and comparison content that LLMs prefer to lift and quote.
Reputation graph
Reviews, ratings and mentions across the properties ChatGPT considers authoritative.
Digital PR
Editorial coverage in trusted publications shifts model priors over time.
Prompt monitoring
Track the actual answers ChatGPT gives to your target buyer prompts - weekly.
Investment guidance
ChatGPT optimization pricing
ChatGPT Audit
$249
one-time
Prompt sweep, share-of-voice benchmark, off-site gap analysis and 90-day plan.
Best for
Founders who want to know the honest answer to what ChatGPT says about them.
Get a quoteChatGPT Retainer
$499
per month
Ongoing off-site work, authority content, community placements and weekly prompt tracking.
Best for
Brands that show up in serious buyer conversations happening inside ChatGPT.
Get a quoteCategory ownership
$899+
per month
Everything above plus PR, thought leadership, expert positioning and multi-market coverage.
Best for
Companies that want to be the default ChatGPT recommendation in a category.
Get a quoteStart the conversation
Find out what ChatGPT actually says about your brand.
We will run 25 buyer prompts across ChatGPT and send you the transcript, gaps and priority plays.
Questions & Answers
Frequently asked questions
Can content really change what ChatGPT recommends?
Yes - especially for live-web modes like SearchGPT. Pre-training influence is slower but real over 6–18 months as models retrain.
How do you track ChatGPT visibility?
We monitor a curated set of buyer prompts across ChatGPT, SearchGPT and other OpenAI surfaces, tracking mention, citation and recommendation frequency.
Ready to be found across search, maps, and AI answers?
We will map every place your customers look for a business like yours, then show you exactly what it takes to own that visibility.