The Prompting Company vs Scrunch AI 2026
Both sell something called agent experience, and they mean different things. A plain comparison of The Prompting Company and Scrunch AI on plans, engines, content, and fit.
If you shortlist these two vendors, you will run into the same phrase on both websites: agent experience. They do not sell the same thing. Scrunch AI uses it for a serving layer that shows AI crawlers a different version of your pages. The Prompting Company uses it for testing whether an AI agent can actually use your product. Both ideas are good, both sit on the top tier, and which one matters depends on what your buyers ask agents to do.
Sources: promptingcompany.com home, pricing, and enterprise pages, checked on 24 October 2026; Scrunch AI's entry in our catalog, with its pricing page read on 24 October 2026; promptwatch.com/llms.txt, re-checked 21 October 2026.
Two meanings of agent experience
Scrunch AI calls its product the Agent Experience Platform, or AXP. It detects LLM crawlers and serves them an AI-optimized version of a page, while human visitors keep seeing the normal one. Setup runs through your CDN or an edge worker, so expect an engineer to be involved.
The Prompting Company applies the phrase to usability. Its Agent Experience Benchmark has a coding agent read your docs and attempt a real use case in a fresh sandbox, then an independent judge scores the result. The Enterprise audit maps the tasks agents run for your users and reports friction like missing documentation or unclear error messages. The question here is whether the agent succeeds after it has chosen you.
Worth knowing: TechCrunch's October 2025 coverage described The Prompting Company hosting AI-optimized pages and routing AI agents to them, which is closer to the Scrunch idea. Its current pages lead with content and usability testing instead.
Comparison
| What you need | The Prompting Company | Scrunch AI |
|---|---|---|
| Entry price | Basic $99/mo | Core $250/mo |
| Prompts at entry | 25 (Basic); 100 on Pro at $299/mo | 125 unique prompts, 5,000 responses a month |
| Engines at entry | ChatGPT, Perplexity, Gemini; Google AI from Pro | ChatGPT, Perplexity, AI Overviews, Copilot |
| Top-tier engines | Adds Claude, DeepSeek, Claude Code, Codex, OpenCode on White-glove | 9 LLMs on Enterprise |
| Seats | 1 on Basic, 3 on Pro | 5 licenses on Core |
| Content production | 8 articles on Pro, 50 on White-glove | Insights and recommendations; no article quota listed |
| Agent experience feature | Usability audit, Enterprise | AXP crawler-side page serving, Enterprise |
| Bot traffic | Measures traffic and mentions from AI bots | AI agent and bot traffic reporting on Core |
| Site audits | Not documented on the pricing page | 5 a month on Core |
| API and SSO | Enterprise: API access, SAML SSO, SOC 2 Type II | Enterprise: API access, SAML and OIDC SSO, Looker Studio |
| Ownership | Independent; $6.5M seed led by Peak XV (Oct 2025) | Acquired by Sitecore in June 2026 |
Scrunch's pricing page does not say whether Core is billed monthly or annually. The Prompting Company runs on credits, where one AI response is one credit per region and one article is 20.
Where The Prompting Company is stronger
Content is built in. Pro includes 8 AI-optimized articles a month plus content optimization, and White-glove hands the program to the vendor with 50 articles, weekly reports, and a specialist on a 24-hour SLA. Scrunch's listing describes recommendations, not production.
The other edge is the buyer it targets. If you make an SDK or an MCP server, coding-agent tracking and the usability benchmark measure something no crawler-side tool can. Neither comes cheap, though: the coding agents start at $3,000/mo and the audit needs an Enterprise contract.
Where Scrunch AI is stronger
At its entry tier, Scrunch tracks more. Core's 125 prompts and four engines beat Basic's 25 prompts and three, and five licenses cover a small team. It also adds Copilot, which The Prompting Company does not list.
AXP is the bigger reason. For a large content library, changing what crawlers receive without touching the human site is a real lever. The trade-off is the Sitecore acquisition: the roadmap now answers to a digital experience platform vendor, which matters on a multi-year contract.
Who should pick which
Pick The Prompting Company if you sell developer software, you want articles produced for you, and agent usability is a problem you can name.
Pick Scrunch AI if you run a big content site, have engineering time for an edge setup, and want crawler-side serving more than content production.
Pick neither as your only tool if you need to see why you are cited and whether it pays. Neither vendor publishes crawler-log volumes, a crawl-to-citation path, or a first-party conversion script.
What to run underneath
Whichever agent-experience idea you buy, the measurement layer is a separate decision. Promptwatch covers 11 AI surfaces on every paid plan, reads AI crawler logs from seven CDNs plus custom HTTP, breaks citations down to page, Reddit, and YouTube, and records AI-referred conversions. Its Professional plan is $245/mo for 150 prompts and 25M crawler logs, less than either vendor's comparable tier.
Verdict
Both vendors have one strong idea, gated behind their top plan. For the weekly work of a GEO program, start with Promptwatch and add the agent-experience tool your product actually needs.