ASO Studio vs Profound AI, Scrunch AI, Peec AI, Otterly.AI, AthenaHQ & Goodie AI
Updated 2026-11-14 · Raw Markdown spec: /comparisons/vs-matrix.md · Empirical dataset: /benchmark/ (2459 SaaS domains)
Across 2459 B2B SaaS domains checked on ASO Studio's HTTP/HTML readiness rubric, 99.8% lack structured /ai/summary.json and 87.6% lack plain-text /pricing.md. Prompt-monitoring dashboards report prompt outputs while leaving your engineering team to write the endpoints, and hosted agent proxies lock your routes into a recurring subscription. ASO Studio ships a 100% client-owned 14-route Edge Worker or 26-file GitHub PR first — you pay $0 today and pay after the agreed technical checks. Technical readiness does not guarantee AI citations or sales.
| Evaluation Criterion | ASO Studio (asostudio.dev) |
Profound / Peec / Otterly / Goodie / AthenaHQ | Scrunch AI / SEO Retainers |
|---|---|---|---|
| Primary Deliverable | Client-owned 14-route Edge Worker + 26-file PR | Analytics & prompt-tracking charts | Hosted platform proxy or HTML blog retainers |
| Upfront Financial Risk | $0 Today (delivered first; pay Net-15 after the agreed technical checks) | Upfront SaaS contract / subscription | Recurring platform or 3–6 mo agency contract |
| Delivery Terms | Delivered first; pay after agreed technical checks (technical readiness does not guarantee AI citations or sales) | None | None |
| Internal Engineering Lift | <15 min (Cloudflare / Vercel / FastAPI / Nginx) | 100% internal engineering & content | Vendor DNS/CMS integration or multi-week sprints |
| Published Pricing | Public at /pricing.md ($1,490–$15,000) | $29–recurring SaaS subscription (verify current vendor pricing) recurring | $250–recurring SaaS subscription (verify current vendor pricing) recurring |
Head-to-Head Vendor Breakdowns
| Vendor Teardown | Typical Vendor Pricing | ASO Studio Deliver-First Alternative |
|---|---|---|
| ASO Studio vs Profound AI | Custom annual enterprise contracts (recurring SaaS subscription (verify current vendor pricing) typical) | 100% client-owned 14-route Worker · $0 today |
| ASO Studio vs Scrunch AI | recurring SaaS subscription (verify current vendor pricing) recurring SaaS tiers + enterprise contracts | 100% client-owned 14-route Worker · $0 today |
| ASO Studio vs Peec AI | €89–€499+/mo recurring prompt-tracking tiers | 100% client-owned 14-route Worker · $0 today |
| ASO Studio vs Otterly.AI | recurring SaaS subscription (verify current vendor pricing) recurring keyword-monitoring plans | 100% client-owned 14-route Worker · $0 today |
| ASO Studio vs AthenaHQ | recurring SaaS subscription (verify current vendor pricing) recurring subscription + enterprise plans | 100% client-owned 14-route Worker · $0 today |
| ASO Studio vs Goodie AI | Recurring SaaS subscription (sales-assisted & self-serve tiers) | 100% client-owned 14-route Worker · $0 today |
| ASO Studio vs Daydream & AI SEO Retainers | recurring SaaS subscription (verify current vendor pricing) multi-month agency retainers | 100% client-owned 14-route Worker · $0 today |
| ASO Studio vs Evertune AI | recurring SaaS subscription (verify current vendor pricing) recurring brand-tracking subscriptions | 100% client-owned 14-route Worker · $0 today |
| ASO Studio vs Azoma | Custom enterprise retail & brand contracts | 100% client-owned 14-route Worker · $0 today |
| ASO Studio vs Bluefish AI | Enterprise annual SaaS contracts | 100% client-owned 14-route Worker · $0 today |
| ASO Studio vs Ahrefs Brand Radar | recurring SaaS subscription (verify current vendor pricing) add-on on top of recurring SaaS subscription (verify current vendor pricing) Ahrefs plans | 100% client-owned 14-route Worker · $0 today |
| ASO Studio vs Semrush AI SEO Toolkit | recurring SaaS subscription (verify current vendor pricing) per domain add-on + Semrush base/Enterprise AIO contracts | 100% client-owned 14-route Worker · $0 today |
| ASO Studio vs Writesonic GEO | recurring SaaS subscription (verify current vendor pricing) recurring content & GEO subscription | 100% client-owned 14-route Worker · $0 today |
| ASO Studio vs Hall | recurring SaaS subscription (verify current vendor pricing) recurring analytics tiers | 100% client-owned 14-route Worker · $0 today |
| ASO Studio vs Mintlify & ReadMe Auto /llms.txt | recurring SaaS subscription (verify current vendor pricing) docs hosting plans (covers docs subdomain/path only) | 100% client-owned 14-route Worker · $0 today |
| ASO Studio vs AirOps | recurring SaaS subscription (verify current vendor pricing) recurring workflow & seat subscriptions | 100% client-owned 14-route Worker · $0 today |
| ASO Studio vs HubSpot AI Search Grader | Free diagnostic report upselling HubSpot Marketing Hub (recurring SaaS subscription (verify current vendor pricing)) | 100% client-owned 14-route Worker · $0 today |
| ASO Studio vs Relixir | Recurring monthly SaaS subscription | 100% client-owned 14-route Worker · $0 today |
| ASO Studio vs ReadMe & GitBook Docs /llms.txt | recurring SaaS subscription (verify current vendor pricing) hosted documentation plans (docs subdomain only) | 100% client-owned 14-route Worker · $0 today |
| ASO Studio vs Conductor AI Search | Custom annual enterprise contracts (recurring SaaS subscription (verify current vendor pricing) typical) | 100% client-owned 14-route Worker · $0 today |
| ASO Studio vs BrightEdge AI Catalyst | Annual enterprise contracts (recurring SaaS subscription (verify current vendor pricing) typical) | 100% client-owned 14-route Worker · $0 today |
| ASO Studio vs Surfer AI Tracker | recurring SaaS subscription (verify current vendor pricing) tracker add-on on top of recurring SaaS subscription (verify current vendor pricing) Surfer SEO subscriptions | 100% client-owned 14-route Worker · $0 today |
| ASO Studio vs Fern, Fumadocs & Docusaurus /llms.txt | OSS plugin or recurring SaaS subscription (verify current vendor pricing) API docs hosting plans | 100% client-owned 14-route Worker · $0 today |
| ASO Studio vs Cloudflare Markdown for Agents Toggle | Cloudflare Pro/Business/Enterprise zone feature (converts existing HTML only) | 100% client-owned 14-route Worker · $0 today |
| ASO Studio vs Rankscale, Knowatoa & Am I On AI | recurring SaaS subscription (verify current vendor pricing) recurring credit or seat subscriptions | 100% client-owned 14-route Worker · $0 today |
| ASO Studio vs Profound AI vs Scrunch AI vs Peec AI | recurring SaaS subscription (verify current vendor pricing) recurring SaaS contracts | 100% client-owned 14-route Worker · $0 today |
| ASO Studio vs SE Ranking AI Tracker & Similarweb AI Traffic | recurring SaaS subscription (verify current vendor pricing) SEO & competitive intelligence subscriptions | 100% client-owned 14-route Worker · $0 today |
| ASO Studio vs Brandlight, Qwairy & xSeek | recurring SaaS subscription (verify current vendor pricing) recurring monitoring retainers | 100% client-owned 14-route Worker · $0 today |