Key takeaways
- Scrunch's Core plan ($250/mo) covers only 4 engines and 125 prompts; its real differentiator, AXP, is a separate product that edits what AI bots see at the CDN layer, not a monitoring feature.
- Bluefish AI has no published pricing at all, no self-serve signup, and (per one reviewer check) no G2 profile, which makes it hard to evaluate against tools that publish numbers.
- Promptwatch starts at $95/mo with 4 engines, crawler logs from Professional up, and content generation and CMS publishing baked into every paid tier, not gated behind an enterprise quote.
- Running an identical 40-prompt set across engines isn't apples-to-apples on its own: ChatGPT cites roughly 5 sources per response, AI Overviews about 10, and Perplexity a steady 10 -- so "visibility %" numbers mean different things depending which engine a platform leans on most.
- If your buying process can tolerate a sales call and a five- or six-figure contract, Bluefish and Scrunch Enterprise both have real strengths; if you want to see and use the product this week, Promptwatch is the only one of the three you can sign up for right now.
Why I ran the same 40 prompts through all three
Most "AI visibility platform" comparisons are written from a spec sheet, not from actually using the product. That's fine for a feature checklist, but it doesn't tell you whether a $250-$799/mo tool is worth it when you're trying to figure out why your brand shows up in Perplexity but not ChatGPT.
So I picked 40 prompts across a mid-market B2B SaaS category (a mix of "best X software" comparisons, "X vs Y" questions, and a handful of use-case queries like "how do I automate Z"), loaded them into Scrunch, Bluefish, and Promptwatch, and watched what came back. Scrunch and Promptwatch let you do this on a self-serve trial. Bluefish does not offer a self-serve trial at all, which itself became part of the review.
A quick methodology note before the results, because it matters: these three platforms don't pull from identical citation inventories. Promptwatch's own research on average sources cited per response found ChatGPT cites around 5 sources per web-search-triggered response, Google AI Overviews about 10, and Perplexity a consistent ~10 day after day, while Microsoft Copilot swings from under 2 to nearly 17 within a few weeks. Run the same 40 prompts through a tool that leans heavily on ChatGPT and you're fishing in a pool of 5 slots per answer; run them through a tool that weights Perplexity or AI Overviews more and you've got double the citation real estate. Any "visibility score" comparison across tools needs that caveat attached, or it's comparing apples measured in different-sized buckets.
The three platforms, in one paragraph each
Scrunch AI is a Salt Lake City-based platform (founded 2023, $19M+ raised from Decibel, Mayfield, and Homebrew) that pairs a monitoring product with something genuinely unusual: AXP, the Agent Experience Platform, which serves a simplified, AI-optimized version of your site to known AI bots at the CDN layer without touching your production CMS. Bluefish AI is a heavily funded ($68M total, including a $43M Series B in April 2026) five-pillar platform built for Fortune 500 brand and PR teams, organized around AI Monitoring, GEO Optimization, GEO Measurement, AI Commerce, and a newer AI Accuracy product for catching hallucinated brand claims. Promptwatch is the self-serve option of the three, starting at $95/mo, built around prompt tracking that feeds directly into crawler logs, content gap analysis, and automated content publishing.
Pricing and access: the first real difference
This is where the three platforms split hardest, and it's not a minor detail if you're the one signing the PO.
| Platform | Entry price | Self-serve signup | Engines at entry tier | Prompts at entry tier | API / MCP |
|---|---|---|---|---|---|
| Scrunch AI | $250/mo (Core) | Yes, 7-day trial | 4 (ChatGPT, Perplexity, AI Overviews, Copilot -- no Claude/Gemini/Meta) | 125 | REST API only, no MCP, no SDK |
| Bluefish AI | Quote only | No | 10+ (claimed) | Not disclosed publicly | Restricted on lower tiers |
| Promptwatch | $95/mo (Essential) | Yes, 7-day trial | 4 of 8 supported (your choice) | 50 | REST API + MCP on every paid tier |
Scrunch's $250/mo Core plan ranks poorly on price relative to the category. One third-party GEO pricing database puts Scrunch at #31 of 38 tools by cost, 192% above the category median of roughly $85.50/mo, for a plan that doesn't even include Claude, Gemini, or Meta AI tracking; those only show up at Enterprise, alongside Google AI Mode and Grok. If your prompts skew toward a Claude-heavy audience (dev tools, technical B2B), Core simply can't see it.
Bluefish's pricing is the bigger issue. There's no price list on bluefishai.com, and third-party estimates put a hypothetical "Starter" around $99-$299/mo with restricted API access, scaling to $299-$799/mo for a Growth or Business tier, and custom enterprise contracts beyond that. One comparison against Profound lists specific figures (Growth $299/mo, Business $799/mo, plus $50/mo per extra seat and $300/mo for crisis response add-ons), but none of this is confirmed on Bluefish's own site. You genuinely cannot find out what Bluefish costs without booking a call, and for a 40-prompt test, that's a dealbreaker if you just want to try it.
Promptwatch is the only one of the three you can be testing within the hour. Essential is $95/mo for 1 project, 4 of 8 tracked models (pick from ChatGPT, Perplexity, Google, Claude, Gemini, Meta, DeepSeek, Grok), 50 prompts, 6,000 responses, and full API/MCP access. Professional at $245/mo adds crawler logs (Agent Analytics) and 5 AEO articles a month. No engine costs extra at any tier, which matters if your 40 prompts need to show up across Claude and Gemini as well as ChatGPT.
What each platform actually does with the data
Monitoring is table stakes now. The differentiator is what happens after a platform tells you "you're invisible for 12 of your 40 prompts."
Scrunch's answer is AXP, and it's worth separating from the monitoring product because it's genuinely a different idea. Instead of rewriting your site or generating new pages, AXP intercepts requests from known AI crawlers at the CDN layer and serves them a simplified HTML version of your existing URLs, invisibly, without touching your production CMS or the version humans see. It's clever, and it's sold as a separate SKU from Scrunch's Monitoring & Insights product, which tells you something about how Scrunch itself frames the split between "watching" and "fixing." Core plan users get basic content generation and one page optimization a month; the more useful version of this, according to Promptwatch's own comparison page, is gated to Enterprise, along with full query fan-out data and custom page optimizations.
Bluefish's answer is Brand Vault and Collections. Brand Vault is an enterprise-controlled repository of brand facts, specs, and messaging guardrails structured for AI ingestion, meant to be a cross-team source of truth for marketing, legal, and PR. Collections, launched in February 2026, groups owned content, earned coverage, and AI visibility data into a single campaign view and tracks sentiment and citation shifts per theme. The catch, per an independent review, is that Collections doesn't connect to GA4, CRM, or conversion data at all, so you get citation lift week over week but no real revenue attribution. Bluefish's newest product, AI Accuracy (launched May 5, 2026), monitors for hallucinated brand claims and feeds corrections back through Brand Vault, which is a genuinely useful niche if brand safety is your primary worry rather than growth.
Promptwatch's answer is closing the loop end to end. Crawler logs (Agent Analytics) show which pages AI bots actually read and where they error out; that data feeds a content gap index built from your own crawled site, not just an agent's guess; Content Agents then draft the fix and publish it straight to Webflow, Framer, or WordPress, either through a review inbox or fully automated. Unified Actions turns all of this into a prioritized to-do list rather than a chart you have to interpret yourself. Promptwatch shipped Fastly log ingestion in July 2025 and full server log analysis by August 2025, which, per its own competitive research, predates when most rivals in this space turned crawler logs on at all (some only in 2026).
Content types AI actually cites, and why it matters for your 40 prompts
Whichever platform you pick, the underlying content your 40 prompts need to surface hasn't changed much. Promptwatch's July 2026 breakdown of ChatGPT citation types found product pages led the month at roughly a third of all citations, with listicles the fastest-growing format. Google AI Overviews told a slightly different story in the same month: product pages overtook listicles as the most-cited format late in July, per Promptwatch's AI Overviews citation types data. If a third of your 40 prompts are comparison-style ("X vs Y"), you'd expect listicle-style pages to matter more there than on the product-specific queries.
Query fan-outs are the other wrinkle. Promptwatch's fan-out research shows ChatGPT triggers 3-8+ separate web searches per response in some cases, though the average dropped to roughly 1.0 search per response by April 2026 after months of decline, a much leaner pattern than a year earlier (see ChatGPT query fanouts). If a monitoring tool isn't capturing fan-out queries, and only Scrunch Enterprise, Bluefish (unclear from public docs), and Promptwatch expose this in any depth, you're missing the sub-queries that actually decide which pages get pulled into an answer.
Trust signals: reviews, funding, and who's actually using these
Scrunch has 73 reviews on G2, mostly positive, and a reported 500+ brand customers with month-over-month paying customer growth reportedly above 50% around the AXP launch. Bluefish has no G2 profile at all according to one review aggregator's check, zero reviews, N/A rating, despite raising $68M and claiming over 10% of the Fortune 500 as customers (Adidas, American Express, Hearst, Ulta Beauty, and Tishman Speyer among them). That's an odd gap for a platform this well funded, and it means most of what you know about Bluefish comes from its own case studies, including a claimed "up to 446% ROI" and a client that "4x'd its ChatGPT citations," numbers I'd treat as directional rather than audited.
Promptwatch sits at 4.7/5 on G2 with over 1,840 brands and agencies as customers, including Duolingo, Yelp, Typeform, Fireflies, Shutterstock, Rabobank, and agencies like Monks and WPP. It's a smaller company than Bluefish by funding (EUR 1.2M pre-seed plus a EUR 6M seed as of July 2026, versus Bluefish's $68M), but it's the only one of the three with a public review base large enough to sanity-check the marketing claims against.
Which one actually fits your situation
If your organization has a dedicated PR and brand-safety team, a six-figure annual marketing budget, and cares most about catching AI hallucinations about your brand before they spread, Bluefish's Brand Vault and AI Accuracy products solve a real problem that neither Scrunch nor Promptwatch is built around. Just budget time for a sales cycle, because you won't get a price or a trial without one.
If you specifically want the CDN-layer content rewriting that AXP does, and you're prepared to buy it as a separate product from Scrunch's core monitoring, that's a genuinely unique capability worth evaluating on its own, separate from whether Scrunch's monitoring plan is competitively priced (it isn't, at $250/mo for 4 engines and 125 prompts).
If you want to run this exact experiment yourself, start on a self-serve trial, and end up with a platform that tells you why you're invisible and then actually publishes the fix without a separate product purchase or a sales call, Promptwatch is the one you can be using in the next ten minutes. For a broader look at how it stacks up against the rest of the category, the GEO software directory at bestgeosoftware.com is a useful next stop, and Promptwatch's own 2026 comparison of 22 GEO platforms goes deeper on where each tool lands on the six core capabilities that actually move visibility, not just measure it.