01Capture
Pull every signal a click leaves behind.
Geo, device, watch-time, referrer, velocity, session, IP-cluster, re-engagement. Eight signals per qualified-view candidate, captured at distribution time, not after.
8 signals
Per candidate view.
FORKOFF · Tools
Free marketing tools for crypto and AI startups.
12 tools across 4 use-case lanes, built on the FORKOFF qualified-view record. That record is 5B+ views processed through our own clipping network, benchmarked at $0.003 per qualified view, which is what the calculators here price against. Run AI visibility audits, model spend before you commit, generate schema markup, and prep campaign briefs. No email gate. Runs in browser.
▸ The wedge
Most marketing tools sell you a number. Most calculators output a vibe. FORKOFF tools output a decision.
AI Visibility
AI Visibility · audit how brands surface in AI engines
Measure and improve your brand's citation share across ChatGPT, Claude, Perplexity, Gemini, and Google AIO.
- AI Visibility · 01
Cold Email Open-Rate Predictor
Predict your cold email open rate from 5 inputs. Anchored against the FORKOFF outreach ledger (N=1,247 first-touch sends, 52% baseline).
- AI Visibility · 02
AI SEO Audit
6-dimension AI-native page audit. Schema, snippet, LLM citation surface, linking, answers, freshness. Returns composite tier (A to D) and a prioritized fix-list.
- AI Visibility · 03
AEO Checker
5-LLM AEO scorecard. Paste a brand and a query set, get the per-LLM citation share, snippet ownership, and a combined AEO score.
- AI Visibility · 04
AI Search Visibility Checker
Confirm whether your brand surfaces in ChatGPT, Perplexity, and Claude results for the queries that matter.
- AI Visibility · 05
Qualified-View Auditor
Paste a clip URL and see the fake-vs-real engagement breakdown across geo, device, and watch-time signals.
- AI Visibility · 06
Launch Authenticity Checker
Enter a launch post's views and likes, get an Authenticity Grade (A / C / F) from the views-per-like ratio on FORKOFF's RADAR thresholds. Computed live, free.
- AI Visibility · 07
Launch View-Tier Estimator
Enter follower count and engagement, get your organic view ceiling and which guaranteed tier (1.2M / 3M / 5M) is in reach on FORKOFF's RADAR ~500:1 band. Computed live, free.
- AI Visibility · 08
Launch-Day Timing Optimizer
Pick your audience type and timezone, get the best launch day-and-hour window on FORKOFF's wave-timing heuristics, converted across timezones. Computed live, free.
Cost & ROI
Cost & ROI · model spend before you commit budget
Deterministic calculators for KOL rates, qualified-view spend, clipper payouts, and full-channel ROI.
- Cost & ROI · 01
Marketing ROI Calculator
5-channel deterministic ROI model. Allocate spend across paid, content, KOL, PR, events; see modeled pipeline and the FORKOFF Clipping channel alternative on the same budget.
- Cost & ROI · 02
KOL Rate Calculator
5-axis deterministic KOL rate model. Pick platform, tier, content type, vertical, and geo; get market range and modeled qualified-view delivery.
- Cost & ROI · 03
CPQV Calculator
Three-mode tool: estimate qualified-view delivery from budget, convert marketplace CPM to effective CPQV, or price podcast clipping at $0.003 CPQV. Calibrated against 5B+ QV ledger.
- Cost & ROI · 04
Clipper Payout Estimator
Calculate clipper payout per qualified view across platforms (TikTok, Reels, Shorts) and CPM rate bands. Forecast monthly take-home.
Schema & GEO
Schema & GEO · make your pages readable by AI engines
Generate valid JSON-LD schema markup and audit generative-SERP presence across five AI search surfaces.
- Schema & GEO · 01
Schema JSON-LD Generator
Generate valid Schema.org JSON-LD markup for any page type. Output is validator-ready and AEO-optimized for AI engine indexing.
- Schema & GEO · 02
GEO Audit
5-engine generative-SERP audit. Google AI Overview, Bing Copilot, SearchGPT, Perplexity, You.com. Per-engine presence, weighted composite, source-set bias, prioritized lift plan.
Internal Helpers
Internal Helpers · utilities for FORKOFF team and clients
Campaign brief wizards, clipper eligibility self-screens, and internal workflow tools.
- Internal Helpers · 01
Clipping Brief Builder
Walkthrough wizard for assembling a clipping campaign brief: ICP, watch threshold, geo, brand-safety, payout rate. Outputs a brief-ready JSON.
- Internal Helpers · 02
Clipper Eligibility Checker
Self-screen for the FORKOFF clipper network: traffic-history check, view-baseline, geo disclosure, platform-mix. Output an eligibility score.
- Internal Helpers · 03
Reddit Lead-Gen Shortlist
Paste a domain, get 10 subreddits where the ICP lives plus 3 switching-moment threads from this week. FORKOFF lead-magnet tool, free.
- Internal Helpers · 04
Subreddit Fit Checker
Paste a subreddit name, get a live read of self-promotion tolerance, moderator staffing, and posting cadence. Computed from FORKOFF's own Reddit data infrastructure, free.
How the verified proof worksCapture. Audit.
Capture. Audit.
Decide.
Every FORKOFF tool reads from the same three-step methodology. That is why the outputs are decisions, not vibes. The same proof powers AI startup campaigns and Web3 protocol launches alike.
02Audit
Score the click against the legitimacy bench.
Each signal compared against the qualified-view record that 200+ FORKOFF campaigns built. Fake-cluster activity drops out, organic clicks pass, the rest get manual review on borderline calls.
99.71%
Bench floor.
03Decide
Output a budget number, not a vibe.
Outcome-priced cost per qualified view, channel mix recommendation, and a yes/no on whether the spend ladder makes sense. The number you bring to the strategy call.
$0.003
Calibrated, not estimated.
99.71%
Qualified-view legitimacy
Across 200+ FORKOFF campaigns.
$0.003
Average cost per qualified view
Calibrated, not estimated.
50+
Distribution channels routed
X, TG, Discord, LinkedIn, YouTube, TikTok.
50
Ecosystem activations
Across 14 countries.
FAQ
Tools, qualified-view methodology, and the weekly report.
Are these tools really free, or is there a paywall partway through?
Free, no email gate, no paywall. They run in your browser, save nothing server-side beyond an aggregate hit counter. Outcome-priced FORKOFF engagements are paid; the tools are not the funnel choke point. They are the briefing you bring to the strategy call.
What is a qualified view, and why should I care?
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.
Are the tools built for AI startups, Web3 teams, or both?
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.
Do the tools replace a strategist, or do I still need a call?
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.
How accurate are the calculator outputs versus running a live campaign?
Calibrated against 200+ 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 AI and Web3 lanes alike. They are budget-grade, not finance-grade; bring the printout to a strategist before you sign anything.
Can I use these tools to audit a vendor or agency we already hired?
Yes. The Qualified-View Auditor, AEO Checker, and AI Search Visibility Checker are explicitly built for that. Paste an existing campaign URL, run the audit, see the legitimacy bench against the FORKOFF floor. If the gap is wide, that is the conversation to have with the vendor.
Do the tools share my data with FORKOFF or any third party?
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.
What is the difference between the AI Visibility and Schema & GEO lanes?
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.
How do I know which quadrant of tools to start with?
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.
The brand lineStop guessing your numbers.
Stop guessing your numbers.
Start running them.
Pick a tool above. Run your numbers. Bring the printout to the strategy call. Forty-five minutes from estimate to a 90-day operating plan.
FORKOFF tools , full surface
17 free FORKOFF tools, organized by buyer stage.
Free tools to scope, audit, and benchmark your marketing engagements. Most run client-side or against FORKOFF first-party data. Pick the closest to your decision step.
17free tools4buyer-stage clusters0lead-gate paywallsOutcome-gradeevery calculation
Audit tools
6 pagesAudit your AI search visibility + brand surface
Run a free scorecard on your AI search visibility, AEO surface, GEO substrate, qualified-view denominator, and launch authenticity before scoping a managed engagement.
Calculators
4 pagesScope your campaign math
CPQV, marketing ROI, KOL rate, clipper payout. Each calculator runs against the FORKOFF first-party data benchmarks.
Predictors + launch planners
3 pagesPredict response, plan the launch
Cold email open-rate predictor calibrated against the FORKOFF outreach ledger (1,247 first-touch sends, 2026), plus launch planners that estimate your organic view ceiling and the best day and hour to fire.
Builders
5 pagesBuild briefs, schemas, eligibility checks
Operator tooling for scoping a brief, checking eligibility, generating Schema.org markup, and shortlisting or auditing Reddit surfaces.
Need a tool not in the catalog?
FORKOFF builds operator tooling on demand for retainer clients.
If your team needs a custom tool (forecast model, segment-cut, custom benchmark), talk to a strategist. Tool builds are part of retainer scope.
From the FORKOFF blog
Receipts, deep dives, and playbooks.
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