When builders, users and investors ask ChatGPT, Perplexity, Gemini or Claude what to use, Mantra makes your protocol, model or product the name they hear.
Developers ask Claude which SDK to build on. Users ask Perplexity which vault is safe. Investors ask ChatGPT who leads a category. Each gets back a shortlist of three. If you’re not on it, you were never considered.
Hype fades with the cycle. Answers compound. Ranking is still how AI finds you, but being named in the answer is the new page one, and it outlasts any campaign.
AI search visitors converted 23 times better than traditional organic visitors.
Ahrefs, 2025Higher conversion from AI-referred shoppers on US retail sites.
Adobe, 2026Growth in AI referral traffic in a single year.
Similarweb, 2026Search Engine Optimisation
AI assistants pull from what ranks. We make JavaScript-heavy apps and docs crawlable, and build the comparison, integration and use-case pages that earn the top of Google.
Answer Engine Optimisation
AI Overviews lift a sentence, not a page. We turn your docs, tokenomics and pricing into direct, extractable answers, and mark them up so engines quote you word for word.
Generative Engine Optimisation
ChatGPT, Perplexity, Gemini and Claude recommend what the wider web vouches for. We get you into what they read: aggregators, GitHub, communities and the press they trust.
“Best L2 for games.” “Is this vault safe?” “Cheapest inference API.” We ask the engines what your users ask, every day, and log who gets named.
Comparisons, guides and original data: benchmarks, Dune dashboards, ecosystem reports. Written to be quoted, built only on facts you sign off.
Not a ticket for your already-busy devs. We ship the fixes: rendering, speed, schema, llms.txt and crawl access for AI bots.
Aggregators, GitHub, Reddit, Hacker News and the press: the places AI reads before it decides who to recommend.
Free, within 48 hours. We put 50 real prompts from devs, users and investors to five AI engines, and show you where you stand and who’s named instead.
Day 0–2Connect read-only Search Console and analytics. You get a plan ranked by impact on sign-ups, API keys or wallets connected, not by what’s easiest to report.
Week 1Pages, fixes and outreach go out every month, timed around your launches, mainnets and model releases. Nothing publishes without your approval.
MonthlyMentions turn into citations, citations turn into users. It keeps working through the bear market, when paid attention dries up.
Month 2 onwardAI products (models, agents, devtools and AI SaaS) and web3 projects (L1s, L2s, DeFi protocols, wallets and infrastructure). Same discipline, two very different sets of sources.
It’s the best time. The first descriptions of a project that AI engines read tend to stick, so set the narrative before launch, not after a wave of half-right threads.
No. We don’t promote tokens, pay for hype or make price claims. Our job is making sure accurate information about your project is what search and AI engines find.
We set up analytics to separate AI referrals (ChatGPT, Perplexity, Gemini, Claude, Copilot) and tie them to sign-ups, API keys or wallets connected, plus a “how did you find us” question. Reported numbers are a floor: many AI-influenced users arrive later through direct or branded search.
No, and be wary of anyone who does. We commit to the work every month and measure the outcome in your own data, transparently.
Never. Every page, change and pitch is approved by you first, built only on facts you provide or confirm, and anything touching your token goes past your legal review.
No. Work is month to month with no setup fee, and you keep ownership of everything we create.
Repeat after us
Get a free AI visibility audit. We’ll show you what your users, builders and investors ask, who gets named instead of you, and what it takes to change that.