Entity & citation signals checked
ChatGPT, Gemini and Perplexity are quietly becoming a shopping and research channel. When someone asks any of them for the best option in your category, your brand either comes up or it doesn't. This diagnostic checks the signals that decide which side you're on, and flags exactly what's missing.
Entity & citation signals checked
Schema & freshness scored
Sourced claims verified
Knowledge-graph presence checked
None of the three publish an API a browser can query for free, and simulating their chat interface isn't reliable or honest. So this diagnostic reads the same underlying signals that decide whether a brand gets surfaced or skipped: entity recognition, structured data, sourced claims and freshness.
Leans on entity recognition — Wikipedia, Wikidata, a consistent brand identity across the web — plus how much of the open web already talks about you.
Inherits Google's index and quality signals: Organization and Product schema, HTTPS and canonical hygiene, and content freshness.
Retrieval-first: it rewards pages that cite primary sources, answer questions directly, and show a visible last-updated date.
Brand name, category, optional website, and a work email. The tool builds 3 category prompts a real buyer would type.
A readiness score for ChatGPT, Gemini and Perplexity, your biggest gaps, and the signals we read to get there.
50 prompts, a named competitor set, and a client-ready report on what to fix first.
See your readiness before you spend
Know where you stand against named competitors
One payment covers one detailed scan. Price shown converts to your local currency at an approximate rate; billed in INR via Razorpay.
These are the same checks that feed classic SEO and Google's own AI Overviews. Missing entity signals, no citations and no fresh dates are exactly what stops a brand being recommended anywhere search is heading. See GEO vs AEO vs SEO for how the layers fit together.
ChatGPT, Gemini and Perplexity don't offer a free API a browser can call, and there's no reliable, honest way to script their consumer chat interfaces from a web page. Instead, the free snapshot reads the real signals published to correlate with getting recommended by all three, weighted by how each engine actually sources answers.
The ₹499 detailed scan runs the 50 prompts server-side against your named competitors and reports what each engine actually surfaced at the time of the run, rather than a signal-based estimate. Want the gaps fixed rather than tracked? That's a GEO and AEO engagement.
Send your brand, category and up to 5 competitors, and we return the detailed scan: 50 prompts, answer-share versus your named competitors, the citation breakdown per engine, and a client-ready report. Paid securely through Razorpay.
Want the gaps fixed, not just tracked? That's a GEO, AEO and SEO engagement — tell us in the form and we'll scope it.
The free snapshot doesn't — none of the three offer a way for a web page to query their consumer product for free, and scripting their chat interface isn't reliable or honest. It reads the real signals (entity recognition, structured data, citations, freshness) that decide whether a brand gets recommended. The ₹499 detailed scan is run by NPR Design and actually executes the 50 prompts against each engine, then reports what was surfaced.
The snapshot is free and needs a brand name, category and work email. It returns a readiness score for ChatGPT, Gemini and Perplexity, 3 sample prompts, and your biggest gaps. The detailed scan is ₹499 per brand and adds 50 prompts, a competitor set, weekly tracking and a client-ready report.
₹499 covers one full scan for one brand, paid once through Razorpay. The price shown converts to your local currency automatically; you're billed in INR. It runs 50 prompts against your named competitors and emails you the full comparison and gap list.
Often yes. The signals that get a brand recommended by AI answer engines — entity clarity, structured data, citations, freshness — overlap heavily with classic SEO and E-E-A-T. See our E-E-A-T Audit Tool for the search-trust side of the same picture.
NPR Design, a digital marketing agency in Andheri West, Mumbai, running since 2008 with 200+ brands grown. The tool encodes the AEO/GEO checklist we run on client accounts. Yes, we implement the fixes: see our SEO, GEO and AEO and AI content services, or the case studies.