CDN-level agent delivery vs research-grade AI visibility intelligence
Scrunch AI and Rankfor.AI both address AI visibility. Scrunch emphasizes AEO monitoring and agent-experience capabilities. Rankfor emphasizes its Dice Roll Method, Brand DNA mapping, Persona Intelligence, and content planning. Compare current technical requirements, engine coverage, content controls, and commercial terms against the operating model your team needs.
Scrunch AISalt Lake City, USA (a Sitecore company)Rankfor.AITallinn, Estonia and Wrocław, Poland
Funding
Scrunch AI$15M Series A (Decibel, Jul 2025); acquired by Sitecore, June 2026Rankfor.AIPre-seed, Simpact Ventures
01
Off-site earned media vs on-site optimization
Scrunch's Agent Experience Platform reshapes content you already host so bots read it better. Rankfor.AI also places attributed content on real publisher and marketplace surfaces via media-house partnerships and measures the citation lift, so the change happens beyond your own domain.
02
Stability-tested measurement
Rankfor.AI replays each prompt with the Dice Roll Method to tell stable AI beliefs from noise. Scrunch tracks visibility across engines but does not publish a refresh cadence or a variance-handling method.
03
A research-grade index and persona asset
Rankfor.AI publishes the EUIPO-registered Rankfor® Index (Springer track) and runs the PersonaGen persona dataset. Scrunch offers persona-level prompt filtering but no peer-reviewed index or owned persona corpus.
04
No CDN or engineering setup
Scrunch's AXP value depends on integrating at the CDN layer (Akamai, Cloudflare, Vercel) and typically needs engineering involvement. Rankfor.AI runs on a public scan with no infrastructure change to start.
Scrunch AI at a glance
Screens from Scrunch AI's public website. Capture dates are shown where recorded.
Scrunch homepage: monitor and improve AI-search visibilitySource
The Agent Experience Platform: CDN-level bot-optimized servingSource
Pricing: Starter $250 to Enterprise, prompt + persona limitsSource
14 features compared
Feature Comparison
Feature
Scrunch AI
Rankfor.AI
Methodology
Core methodology
Visibility tracking + on-site delivery layer
Dice Roll stability method + semantic analysis
Research publication status
No
Rankfor® Index submitted to Springer Discover AI; acceptance not established
Product features
CDN-level bot-optimized page serving?
Agent Experience Platform (AXP)
No
Off-site media-house distribution
No
Managed (publisher + marketplace partners)
Content briefs & generation
Page audits + optimization guidance
Strategic briefs + AI-readable content blocks
Publish to AI engines (own site)
AXP serves bots an optimized page copy
Feedback Loop content boxes + crawler analytics
Analytics
AI engines scanned
8 (adds Perplexity, Copilot, AI Overviews, Meta AI)
Gemini and ChatGPT included; other models are add-ons
Grok (xAI) coverage
Coming soon
Available as an add-on
Published refresh cadence
Not published
Daily or weekly
Access and integrations
Data API
Data API (Enterprise Data API on top tier)
Yes
Enterprise security (SAML / OIDC)
SAML / OIDC on Enterprise
SSO on Enterprise
Intelligence
Stability analysis
No
Dice Roller (what AI always vs sometimes says)
Persona intelligence
Persona-level prompt filtering
PersonaGen dataset + persona coverage
Brand DNA / territory map
No
2D + 3D territory map
Methodology: How Each Tool Works
Monitor and improve your brand's visibility in AI search
Scrunch AI
Scrunch AI tracks brand visibility and citations across eight AI engines with persona-level and geographic prompt filtering, and audits pages for AI-readiness. Its distinctive layer is the Agent Experience Platform: at the CDN edge it detects AI retrieval traffic and serves those bots a stripped-down, structured copy of your existing pages, integrating with Akamai, Cloudflare and Vercel with no code changes. Humans and search crawlers still see the normal site. Refresh cadence is not published.
AI Visibility Intelligence
Rankfor.AI
Rankfor.AI replays prompts with the Dice Roll Method for variance-aware measurement, composes the EUIPO-registered Rankfor® Index and a four-pillar score, and adds persona intelligence, a Brand DNA map, a Feedback Loop on your own site, and a managed off-site distribution arm that earns citations on publisher and marketplace surfaces.
Why does methodology matter?
Scrunch's edge is technical delivery of content you already host; it makes your existing pages easier for AI to read. Rankfor.AI focuses on measuring what AI believes with a documented method and on earning new citations off your own domain, which on-site optimization cannot reach.
Pricing Comparison
Scrunch AI
Starter
$250/month (annual)
350 custom + 1,000 industry prompts
3 personas, 3 seats
5 page audits
7-day free trial
Growth
$417/month (annual)
700 custom + 2,500 industry prompts
5 personas, 5 seats
10 page audits
Agent Experience Platform
Enterprise
Custom
Enterprise security (SAML / OIDC)
Enterprise Data API
Dedicated GTM team
Rankfor.AI
Marketer
€196/month
For teams shaping how AI describes them
Rankfor® Index + 4-pillar AI Visibility Score
Persona intelligence + AI content plans
Gemini and ChatGPT included; other models available as add-ons
1 seat, 1 project (upgrades available)
Billed annually
Strategist
€496/month
Everything in Marketer, plus:
Dice Roller stability testing
Discovery Lab + Answer Trail
Competitive intelligence + Brand DNA Map
3 seats, 3 projects (upgrades available)
Billed annually
Enterprise
Custombilled annually
Everything in Strategist, plus:
Other models at a custom price
Feedback Loop: publish to AI engines + crawler analytics
Off-site media-house distribution (managed)
Custom seats, projects, SSO and integrations
Editorial positioning
How we group these tools
Rankfor.AI's editorial view, based on publicly described approaches to measurement and action. Positions are illustrative, not measured scores.
Scrunch AI tracks AI visibility and, through its Agent Experience Platform, serves AI bots an optimized copy of existing pages at the CDN edge. Rankfor.AI uses the Dice Roll stability method, a Rankfor® Index submitted to Springer Discover Artificial Intelligence, Persona Intelligence, and a managed off-site distribution workflow. Confirm current implementation requirements and outputs directly.
Scrunch AI alternativeScrunch vs RankforAI visibility platform comparison
Scrunch's Agent Experience Platform (AXP) works at the CDN layer: it detects when an AI bot is retrieving a page and serves a stripped-down, structured version optimized for AI to summarize and cite, while humans and search-engine crawlers still see the normal site. It integrates with Akamai, Cloudflare and Vercel with no code changes. Rankfor.AI does not serve a separate page copy to bots; it publishes content boxes from your verified site and places content off-site.
No. Scrunch optimizes and serves content you already host; its reach ends at your own domain and CDN. Rankfor.AI adds a managed off-site distribution arm that places attributed content on publisher and marketplace surfaces via media-house partnerships, then measures whether AI engines start citing those surfaces. That earned-media dimension is not part of Scrunch’s product.
Scrunch off-siteearned media AI citationsoff-site AI visibility
Yes. Sitecore announced the acquisition of Scrunch AI in June 2026; Scrunch continues to operate under its own brand and site. Rankfor.AI is an independent EU-based company (Tallinn and Wroclaw). If a native tie into the Sitecore stack matters to you, Scrunch is the natural fit; if you want an independent, research-grade measurement standard and off-site distribution, that is Rankfor.AI.
Scrunch SitecoreSitecore AI visibilityScrunch acquisition
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