Generative search is reshaping discovery - most roadmaps still are not

Win the answer, not just the keyword.

Search traffic keeps getting pricier. GEO is how AI “sees” your brand when an investor or user phrases a query in their own words. In about a minute MentionVox shows whether your site is alive for crawlers, whether you signal structured data, and how plausible it is you’d appear in the model’s answer - no calls and no “we’ll send the deck later.”
Get your free snapshot

Results on screen instantly · full AI readout - popular models we benchmark for you

Readout preview MentionVox

instant snapshot for your query

AI visibility index

72

scale 0-100 · sample screen

What you learn in one pass

  • âś“ Whether bots can reach your site as easily as a human
  • â—† Whether there’s data for AI to build a brand “card”
  • â—‡ How close you are to an answer on a real crypto-style query

~60s

to a shareable readout

0

friction - no account, no card

3+

clarity signals in one run

The shift

Search was the front door. AI is becoming the concierge.

If you are not in the model’s shortlist, you may never earn the click - even with strong classic SEO. MentionVox shows that gap with evidence: page health, structure, and how plausible a mention is for the query your user actually types.

Inside the product

Why teams that already buy ads still invest in GEO

One bad AI answer - and the user picks a competitor without ever opening your site. We give numbers and wording you can take to content and product, not coffee-ground guessing.

While competitors wait for an audit - you already have the answer

No tickets or weeks of waiting: page scan and breakdown for your real query arrive in one screen. Ideal for presales, investor pitches, or validating a hypothesis before you pour budget into campaigns.

Crypto-market language, not generic marketing fluff

Prompts and context target DeFi, exchanges, wallets, and infrastructure - where a plain SEO report fails and trust decides everything.

Signals that actually move how AI cites you

Crawler reachability and structured data are what many crypto projects skip while chasing listings. You nail the basics before debating expensive integrations.

Stronger inbound once the foundation is solid

When your page answers reliably and data is structured, every announcement and partnership lands harder - fewer “does this project even exist online?” objections. That foundation is what makes costly integrations pay off.

Reframe
The first interface many users trust is no longer your homepage - it is the answer in the chat. Make that answer legible to your team before you fund the next campaign.

Three steps - then you stop guessing

  1. 01

    You phrase the query like a customer

    The same scenario someone would type into ChatGPT or Perplexity before a trade or onboarding.

  2. 02

    We capture what’s on the page

    Reachability for bots, technical response, markup signals - without a ten-page manual checklist.

  3. 03

    You get the verdict and the next move

    Index, mention likelihood, and one concrete recommendation marketing and product can act on today.

Straight answers

Is this a replacement for SEO?

No. It complements it. GEO shows how AI-style signals and your page line up with real user questions - another layer of the funnel.

Do I need API keys or to pick a model?

No. MentionVox runs on our OpenRouter integration; we choose and maintain the model lineup - aligned with what people actually use in assistants - so you never configure providers yourself.

Who is MentionVox for?

Crypto and Web3 teams where trust and speed win - DeFi, wallets, infrastructure, exchanges, and anyone competing for mindshare in generative search.

Stop guessing - get a snapshot in about a minute

No signup or card: see technical signals and scoring first. When live AI is enabled on our side, the narrative uses models we operate - as direct as talking to a real assistant.

Start with the free snapshot

Your strategy stays yours. We surface the signal.