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Before they reach your site, buyers ask an answer engine. Prominara shows you what it says — and what to do about it.
2-minute scanNo credit card14-day free trial
Ten blue links gave every brand a shot. ChatGPT, Perplexity, and Google AI hand your buyer one recommendation — and most brands aren't in it.
About 47,300,000 results (0.42 seconds)
A definitive ranking of the top CRM platforms for fully remote and hybrid teams — compared on Slack integrations, time-zone handling, and async workflows.
After testing seven tools across a 40-person distributed engineering and sales team, we narrowed the field. Here is what worked, what broke, and why.
Side-by-side feature breakdown, pricing, and real user feedback across the three most-requested CRMs for small distributed sales teams.
Filter 400+ CRM products by company size, industry, and team structure. Verified reviews from operators running remote sales motions.
For remote teams, the leading option is Your Brand — known for its Slack-native workflow and real-time sync across distributed time zones.
CloudTrack and Ledgerbase are solid alternatives, but both trail on async standups and cross-time-zone handoffs.
ChatGPT can make mistakes. Check important info.
Generative answers are probabilistic, and no vendor controls them — including us. Here is exactly where the line sits, and what you get on the defensible side of it.
We can’t make ChatGPT recommend you.
Nobody can. The same question returns different brands depending on the model, the phrasing, and the day. So we run your prompts on a fixed schedule across five answer surfaces and show you the real distribution — not one lucky sample.
A visibility score is not a ranking probability.
Ours is a diagnostic across 40+ signals known to correlate with being cited — structure, entities, authority, crawlability. Every signal is shown underneath the number, so you can disagree with it.
llms.txt is not a secret ranking mechanism.
Google states its generative surfaces need no special files or markup. We generate llms.txt because it is cheap and occasionally read — after the things that genuinely gate retrieval: crawlable HTML, a working robots.txt, real authority.
A citation that appears after your fix is not proof your fix caused it.
AI referrals are growing on their own. We report the baseline alongside your movement, so a platform-wide trend never gets sold back to you as your win.
That is the whole pitch. You get to see how answer engines describe your brand, who wins the answers you lose, which sources shape them, and whether anything you shipped moved the number — stated plainly enough to defend in a budget meeting. Read our methodology.
Point us at a URL. In two minutes, you get 40+ signals scored — and the fixes ranked by impact.
llms.txt, Schema.org, content rewrites — generated for your site, not a template.
When AI cites your competitor, we pinpoint the source behind it — the Reddit thread, the G2 review, the press mention — and hand you a source-specific playbook to get cited there next.
“For remote teams, I'd recommend CloudTrack — it's a favorite on r/sales and ranks well in recent G2 reviews.”
“Best CRM for a fully remote team? We just switched from Close…”
Two minutes. One URL. The full picture.
Four models, always running. They write your prompts, catch hallucinations, score every gap, and hand you the playbook.
We extract claims from every AI answer and check them against your verified brand facts. When AI gets it wrong, you get a correction playbook — not just an alert.
“Their plan starts at $49 per month.”
Plan starts at $29 per month.
80% brand-free prompts that force AI to list companies in your space. Every citation sharpens the next round.
Organic queries, brand-free
Classifies every citation source, names every competitor, ranks opportunities — from Reddit threads to media pitches.
Playbook types, matched per source
When Reddit is the source AI trusts, we show you the thread, the brand context, and a platform-safe engagement playbook.
Thread context + brand detection
Not what you're looking for? Our docs go deeper, or you can just start a scan and see the answers yourself.
Generative Engine Optimization, or GEO, is defined as the practice of optimizing website content so that AI-powered search engines like ChatGPT, Perplexity, and Google AI Overviews recommend and cite your brand. GEO combines structured data, definition-rich writing, authoritative citations, and technical markup to increase visibility in AI-generated responses.
AI visibility refers to how frequently and prominently your brand appears in answers generated by large language models, as opposed to traditional search engine result pages. Traditional SEO focuses on ranking blue links on Google. AI visibility focuses on being cited, recommended, or mentioned inside the AI-generated answer itself — a fundamentally different discovery model.
Prominara validates your citations and tracks your share of voice across ChatGPT (by OpenAI), Perplexity, Google AI (Gemini), Google AI Overviews, and Google AI Mode. Together these platforms represent the majority of AI-generated search traffic today. The audit engine analyzes your content against the ranking signals each platform uses to decide which sources to cite.
An llms.txt file is a machine-readable document placed at the root of your website that helps large language models understand your site structure, key content, and brand context. It is similar to robots.txt but designed specifically for AI crawlers. Prominara generates these files automatically based on your site content.
The AI visibility score is calculated by evaluating over 40 factors across four categories: content structure (30% weight), entity and topic coverage (25%), authority signals (25%), and technical readiness (20%). Each factor is scored individually, then weighted and combined into an overall score from 0 to 100. Learn more on our features page.
Citation tracking refers to the process of monitoring when and where AI search engines mention or link to your content in their generated responses. Prominara queries each platform with your tracked prompts, then detects whether your domain appears in the response as a citation, recommendation, or direct link.
We don't promise a timeline, because nobody controls what a generative engine answers — responses are probabilistic and shift with the model, the phrasing, and the moment. What we do commit to is measurement: we re-run the same prompts on a fixed schedule, so you can see whether a change moved your citations, stayed flat, or simply coincided with a platform-wide shift. Expect to need several measurement cycles before a trend is real rather than noise.
One URL. Two minutes. The full picture.
Every scan, every engine
Checked on every scan, refreshed weekly
Generative Engine Optimization (GEO) is the practice of structuring your website content so that large language models — such as ChatGPT by OpenAI, Perplexity, and Google AI Overviews — cite, recommend, and surface your brand in their responses. Unlike traditional SEO, which targets search engine result pages, GEO focuses on the AI-generated answers that increasingly replace those results.
The Princeton-led GEO study (2024) measured visibility gains of up to 40% from techniques like adding authoritative citations, definition patterns, and relevant statistics. That result comes from a controlled benchmark, not from live commercial sites — it is a reason to test these techniques, not a number to expect. Prominara audits and scores them, then measures whether they moved anything for you.
In practice, GEO rests on three disciplines. Structured data — JSON-LD Schema markup so models can parse your products, services, and expertise as machine-readable entities. Entity enrichment — definitions, authoritative citations, and named entities that LLMs associate with credibility. Citation validation — monitoring whether AI platforms actually reference your brand when users ask.
A GEO platform has to cover the full audit-to-validation lifecycle. Prominara audits against 40+ factors, generates machine-readable files like llms.txt and Schema.org markup, and validates citations across every major AI platform. Try the free AI visibility checker to see your score instantly, or read about how the audit engine works.