Ask ChatGPT for the best CRM for a niche. It names a handful of tools. If yours isn't one of them, that buyer never meets you.
We checked this on CRM and sales tools. We asked ChatGPT and Perplexity 3 buyer questions for each of 14 CRM and sales products, never using the product's name. Across 84 logged answers, the product came up 9 times. That's one sample per question on two engines, so treat it as a snapshot, not a rate. Answers change run to run.
Give ChatGPT pages that answer the buyer's actual question, in the buyer's words, and say plainly who you're for. "Best CRM" questions are almost always "best CRM for" questions: a team size, an industry, a workflow. The tools that get named have pages that match those phrasings and state what the product is in the title and first lines.
Then ask the same questions again after each change and count whether you're named. A single answer can't tell you much. A fixed set of questions, asked again and again, can.
The one that measures you on CRM buyer questions per engine, changes your site, and re-runs the same questions to see if it moved. Ask any service three things: which questions it tracks, whether it reports each engine separately, and who checks changes before they go live.
Named keeps one fixed prompt set and repeats it to check changes. The Namies draft fixes, and a person checks every change. We track every AI engine you care about, starting with ChatGPT, Claude, Gemini, Perplexity, Grok and Muse, and report a separate count for each one. Results vary run to run, and we won't promise you a spot.
Yes. Named does this work for small B2B software companies, and CRM and sales tools are where we've done the most homework so far: 20 site audits and a 14-product AI check. You give us a short call and access to your site. We do the prompts, the reading and the page changes.
Our CRM data comes from public pages and single samples on two engines. That's enough to spot patterns, and too little to use as a benchmark.
Because the big names show up on more of the pages it reads and cites: review sites, roundups, comparisons and their own huge content libraries. When a question is vague, the engine falls back on names it sees everywhere.
Smaller CRMs win on narrow questions. So pick the niches where you're the honest best fit and own those questions, instead of fighting for "best CRM" in general.
Perplexity and Gemini lean on pages they can fetch and cite, so be fetchable and be specific. Make sure AI crawlers can read your pages, say "CRM for small business" (or your real niche) in your title and opening copy, and publish pages that answer the question with facts a buyer can check.
Track each engine on its own. Perplexity and ChatGPT often name different tools for the same question, so one blended score hides where you're losing.
Start with what the engines read first. Here's what we found in our 20 CRM and sales SaaS audits (public pages, Oct 17):
Then fix whatever the engines get wrong about you. If an answer says you lack a feature you have, publish a page that says so plainly.
Sometimes. Plenty of the CRMs we audited had lots of them and still weren't named on niche questions. Engines have little reason to cite a pile of near-identical "X vs Y" pages.
We'd write a few honest ones for the tools your buyers actually weigh you against, with real use-case differences and where the other tool is the better pick. Then measure whether they get cited. If they don't move your count, stop making them.
Pick the niches, write the page each niche buyer would want, and measure on those exact questions. For each niche:
If you skip step 4, you can't tell whether the page did anything.
Named runs the questions, makes the fixes and reports per engine. Email contact@khanex.ai.
Figures come from Named's public-page audits of 20 CRM and sales SaaS sites (Oct 17, 2026) and a check of 14 products on ChatGPT and Perplexity (Oct 18, 2026, one sample per question). Results vary run to run. Named sells AI visibility work, so read this with that in mind.