Free marketing tools for crypto and AI startups.

A qualified view is a click that passes the eight-signal audit ledger: geo, device, watch-time, referrer, velocity, session, IP-cluster, re-engagement. Everything FORKOFF reports against is bench'd to this. It is the calibration layer that lets us run outcome-priced campaigns without arguing about vanity metrics.

Both. Every tool reads the same verified proof and routes outputs by lane. AI startups see channel-mix recommendations against AI-Twitter, LinkedIn thought-leader networks, and AI-podcast surfaces. Web3 teams see KOL-tier benchmarks against crypto-Twitter, Telegram, and ecosystem-event surfaces. The math underneath is identical; the recommendations adapt.

They replace the discovery call, not the strategy call. You should arrive at the strategy session already knowing your numbers: budget range, channel mix, qualified-view target, audit-proof floor. That is what the tools output. Forty-five minutes is then enough to design the 90-day operating plan instead of triaging assumptions.

Calibrated against 150+ FORKOFF campaigns and the qualified-view record, not generic industry benchmarks. Outputs sit within roughly 12% of realised cost per qualified view at the campaign level for tech, SaaS, deep tech and Web3/AI campaigns alike. They are budget-grade, not finance-grade; bring the printout to a strategist before you sign anything.

Yes. The AEO Checker is built for that: run a page the vendor works on and the brand, and it scores the page and asks five AI engines whether they name you. For clipping and creator spend, the CPQV Calculator turns their quoted CPM into a cost per qualified view you can hold against the FORKOFF floor. If the gap is wide, that is the conversation to have with the vendor.

No. URLs and inputs run client-side or against a stateless audit endpoint that retains nothing. We log aggregate page hits for traffic counting, not per-user inputs. If you want a confidential audit run, the Qualified-View Auditor supports a no-log mode by default.

AI Visibility tools measure whether your brand already surfaces in AI engine outputs (ChatGPT, Perplexity, Claude, Gemini). Schema & GEO tools help you fix the structural reasons it might not: generating valid JSON-LD markup and auditing your presence in generative-SERP surfaces across five engines. Use AI Visibility first to diagnose, then Schema & GEO to remediate.

Start with AI Visibility if your primary question is whether your brand shows up in AI engines. Start with Cost & ROI if your primary question is how to allocate your marketing budget. Start with Schema & GEO if you already know you have indexing or schema gaps. Internal Helpers are primarily for FORKOFF team and client-side campaign setup.