Agentrail vs Scrunch (2026): which should you pick?
As of Oct 23, 2026, Agentrail grades higher than Scrunch: 2.0 against 1.8 out of 4.0.
Checked Oct 23, 2026 · graded Oct 23, 2026 by ToolGPA
Agentrail grades higher on value for money. They get the same grade on the free plan, features, ease of use and platforms.
Price, platforms and features side by side. The table says where each price was read and when.
Agentrail
Shows how AI agents use your docs, APIs and MCPs, and where they fail
Scrunch
AI search monitoring plus pages served to AI agents
Which one is for you
Pick Agentrail if
- Fits if you make a developer tool and more of your users now arrive through coding agents
- Works for teams fixing docs, sign-in or an MCP server for agent use
Look elsewhere if
- Skip it if you want to know how AI chat answers mention or rank your brand
- Not for you if you sell to consumers rather than developers
- Tight if you have heavy agent traffic and a fixed budget: it's $0.10 per journey and $1 per simulation
- Too light for more than one product on the free tier, which covers 1 surface and 100 journeys that don't roll over
- Watch out: setup depends on your stack and no integrations are named, so expect engineering time
Pick Scrunch if
- Fits if you're a large brand weighing Agent Pages, which serve AI agents a cleaned-up copy of your site
- Works for agencies running several client brands and pitch workspaces from one account
Look elsewhere if
- Skip it if Gemini, Claude or AI Mode matter, as they're tracked on Enterprise only
- Pricey if you're a small team: Core is $250 a month for one brand and 125 prompts
- Tight if you sell in several countries or watch many rivals: Core allows one country and 5 competitors
- Watch out: the API, SSO and Agent Pages are Enterprise only, and Enterprise prices aren't published
- Watch out: the only trial is 7 days of Core, and Scrunch became a Sitecore company in 2026
How we grade them
| 2.0GPAAgentrailFair | 1.8GPAScrunchWeak | |
|---|---|---|
| Value for money | CNo monthly plan: after the free allowance it's $0.10 per agent journey and $1 per simulation, with volume tiers and an optional spend cap. So 1,000 journeys a month comes to about $90 before discounts, in the category's usual range. | DCore is $250 a month for 125 prompts and 5,000 responses, one brand and 5 users. That's well into this category's dearest tenth, which starts at $129. Agency Core is $500. |
| Free plan and trial | CFree every month with no card: 100 agent journeys, 10 simulations, weekly readiness scans and fixes, on 1 product surface. Any product with real agent traffic will pass 100 journeys, and nothing rolls over. | CNo free plan, just a 7-day free trial of Core. A week is enough to see the first answers come in, not to watch a trend. |
| Features | CJourney stitching across docs, APIs, SDKs and MCPs, failure detection, sandboxed agent runs, readiness scans and fixes with a prompt or pull request. It does that job fully, but it's a smaller one, and it doesn't track AI chat answers. | CPosition, sentiment and cited sources per prompt, with personas, funnel stages, site audits, AI bot traffic and product-level shopping data. The gap is engines: Core watches four, and Gemini, Claude, AI Mode, Grok and Meta AI need Enterprise. |
| Ease of use | CNo rating on record. How it connects depends on your stack, and the vendor only says it works from signals in your existing systems, so expect some engineering time. | CNo rating on record. You set prompts, competitors, personas and funnel stages before the data says much, and Core caps you at 5 competitors and one country. |
| Platforms and integrations | CWeb only, and no integrations are named in the listing, though it looks at how agents use your own APIs, SDKs and MCP servers. | CWeb only, with no desktop or phone app. Looker Studio is the one integration on record, and the API and SSO come only with Enterprise. |
| Best for | seeing where coding agents fail on your product | brands that want monitoring plus pages for AI agents |
The GPA is the average of the five grades: an A is 4 points, an F is none. The full reasons are on each tool's page: Agentrail and Scrunch. How we grade
Where they differ
- Agentrail also covers AI agents.
- Scrunch also covers site audit and content optimization.
At a glance
| Agentrail | Scrunch | |
|---|---|---|
| Pricing | Free plan | Free trial |
| Starts at | Not published | $250 per month for 125 prompts |
| Free plan | Free every month: 100 agent journeys, 10 simulation runs, weekly Agent Readiness scans and recommendations, on 1 product surface. No card needed. | None |
| Free trial | None listed | 7-day free trial of the Core plan |
| Web | ||
| Made by | Aeternus Inc. | Scrunch |
| Price read from | agentrail.co | scrunch.com |
| Checked | Oct 23, 2026 | Oct 23, 2026 |
Worth knowing
Agentrail
- Beyond the free allowance it bills $0.10 per agent journey and $1 per simulation run, with graduated volume tiers and an optional monthly spend cap.
- It studies agents using your product; it does not track how AI chat answers mention or rank your brand.
- Free allowances reset on the 1st of each month and do not roll over; the free tier covers one product surface.
- How it connects depends on your stack; the vendor says it works from signals in your existing systems.
Scrunch
- Core covers four AI platforms; Claude, Gemini, Google AI Mode, Grok and Meta AI are tracked only on Enterprise.
- Core is limited to 1 brand workspace, 5 user licenses, 5 competitors and one country.
- API access, SSO and the Agent Experience Platform are listed for Enterprise only.
- Scrunch became a Sitecore company in 2026; it says it continues to run as a standalone platform.
Key features
Agentrail
- Journey reconstruction
- Stitches separate requests to the website, docs, APIs, SDKs and MCP tools into the single task an agent was trying to complete.
- Breakpoint detection
- Finds where agents retry, loop, give up or fail, and ranks the problems by how many journeys they affect.
- Simulations
- Runs real coding agents on your prompts in clean sandboxes to see whether they choose your product and finish the task.
- Agent Readiness scans
- Weekly scans of the website, docs and app as agents see them, with and without JavaScript, each finding with evidence and a fix prompt.
- Recommendations
- Ranked fixes across docs, authentication, APIs, SDKs and MCPs, each with a prompt or pull request to ship it.
Scrunch
- Monitoring and citations
- Tracks brand presence, position, sentiment and the sources cited for each prompt, with competitors, personas and funnel stages.
- Insights and recommendations
- Turns monitoring data into suggested changes; Core includes one page optimization a month and basic content generation.
- Agent Experience Platform
- Enterprise plans include Agent Pages, which deliver an optimized version of a site to AI agents that visit it.
- Site audits and bot traffic
- Audits pages for how well AI can read them and reports AI agent and bot visits; Core includes 5 audits a month.
- Shopping and query fan-out
- Product-level AI search performance and the follow-up searches AI tools run behind a prompt; fan-out is limited on Core.
- Agency workspaces
- Agency plans manage several client brands and pitch workspaces from one place, with access controls and white-label output.
Plans
Agentrail
Free$0
100 agent journeys and 10 simulation runs a month, weekly readiness scans, recommendations, 1 product surface and community support.
Scrunch
Core$250
per month for 125 prompts
For brands: 5,000 responses a month on ChatGPT, Perplexity, Google AI Overviews and Copilot, 5 site audits a month, 1 brand workspace and 5 users.
Agency Core$500
per month for 250 prompts
For agencies: 10,000 responses a month, 3 brand workspaces, 3 pitch workspaces, 5 site audits per brand a month and unlimited users.
EnterpriseCustom
Custom prompts and workspaces, 9 AI platforms, the Agent Experience Platform, full site audits, API access, SSO and a dedicated account team.
Agency EnterpriseCustom
For large agencies: custom brand and pitch workspaces, full site audits, the Agent Experience Platform, SSO and a dedicated account team.
Ways to pay less
Agentrail
- Startups
Credits for startups and open-source maintainers
Agentrail says early-stage startups and open-source maintainers can apply for credits by contacting the team.
Scrunch
No public discounts listed.
Common questions
Which is cheaper, Agentrail or Scrunch?
As of Oct 23, 2026, Agentrail publishes no starting price, and Scrunch starts at $250 per month for 125 prompts.
Which has a free plan, Agentrail or Scrunch?
As of Oct 23, 2026, only Agentrail has a free plan. Scrunch does not, though it has a free trial.
More comparisons
How this page was made
- The verdict at the top follows a fixed rule. When both tools are in the same category and either is in our top three for it, the verdict follows that ranking: the higher-placed tool is our pick. The top three weigh who each tool suits as well as its grades, so a pick can go against the GPA. Otherwise the page does not pick one and says which grades higher: the higher GPA first; on a tie, the one with a free plan, then the one that starts cheaper in dollars a month, counted the same way for both; if they are still level, what the choice depends on.
- The grades are our own, from each tool’s review or report card. The GPA is their average.
- Prices, plans and platforms come from each tool’s listing. The table above says where each price was read and when.
- The differences and the answers to the questions are worked out from those listings.