AI visibility tools, head to head
Scrunch vs Bluefish AI
Pricing, features and differences, researched August 2026.
Scrunch and Bluefish AI both help enterprise teams track and improve how AI search tools represent their brands. Buyers often compare them when they need visibility data across platforms such as ChatGPT, Google AI, Claude, and Perplexity, along with ways to act on what that data shows. The main differences fall into product focus, optimization methods, team use cases, and commerce support. Scrunch centers on AI customer experience, including AI referral traffic, citation tracking, competitor monitoring, and an Agent Experience Platform that can give AI agents an optimized site version. Bluefish AI focuses on enterprise marketing operations, with tools for AI visibility, GEO optimization, brand-accuracy monitoring, and agentic commerce.
At a glance
Scrunch
Pick it if you want chunk-by-chunk rewrite suggestions on your pages, and treat its edge-served bot copy as an experiment rather than a settled tactic.
- Entry price
- $250/mo annual; $300 monthly
- Tracked prompts
- 350 / 700 custom; +1,000 / 2,500 preset
- Free trial
- 7 days, no card
Bluefish AI
Pick it if you can run an enterprise procurement cycle, because nothing is published: no price, no prompt count, and access is a closed pilot.
- Entry price
- Not published - quote only
- Tracked prompts
- Not published
- Free trial
- None - closed pilot only
Hi, MooseOur AEO tool
Pick it if you want the fix shipped rather than scored: an agent that publishes the change, audio repurposing no other tool here offers at any price, and a built-in model so the AI can cost you nothing.
- Entry price
- $39/mo BYOK; $79/mo AI included
- Tracked prompts
- No hard limit on any plan
- Free trial
- n/a - free plan, no expiry
The row SEOs read first
Founders have SEO backgrounds?
A tool built by people who have done the work makes different choices.
Full comparison
202 rows across 20 categories. Values are quoted as published; where a vendor does not publish a number, the cell says so.
| Feature | Scrunch | Bluefish AI | Hi, Moose Our AEO tool |
|---|---|---|---|
| Pricing & cost model | |||
| Free plan available | No - 7-day trial | No | Yes - free forever, no card |
| Free daily visibility runs, no cap | No | No | Yes - local runs unlimited on every plan |
| Engines free to run daily | 0 | 0 | 5 |
| Entry paid price | $250/mo annual; $300 monthly | Not published - quote only | $39/mo BYOK; $79/mo AI included |
| Annual billing discount | Yes - 17% | Not published | Yes - BYOK 2 months free; managed plans ~10% |
| Pricing model | Per prompt + per seat | Custom contract; per brand and seat | Flat plan with monthly AI credit balance, or BYOK |
| Bring your own API key | No | No | Yes - OpenRouter |
| Can run with $0 AI cost to vendor | No | No | Yes |
| Usage metered in one transparent unit | No - prompts, personas, audits, seats | No - no published unit | Yes - AI credits, published rate card |
| In-app usage dashboard | Not published - CS contacts you at limits | Not published | Yes - % used, reset date, pace warning |
| Agency / reseller tier | Yes - Agency Partner Program | No | Yes - $149 BYOK Agency; $449+ AI included |
| Affiliate program | Yes - up to 20% referral | No | Yes |
| Annual contract required | No - monthly at higher rate | Not published - annual reported | No |
| Free trial length | 7 days, no card | None - closed pilot only | n/a - free plan, no expiry |
| Paid plans pricing range | $250–$500/mo + custom Enterprise | Not published; $150k–$500k/yr estimated | $39–$1,999/mo |
| Deployment, privacy & data ownership | |||
| Native desktop app | No | No | Yes - Windows and macOS |
| Browser-based app | Yes | Yes | No |
| Local-first data storage | No - cloud SaaS | No - cloud SaaS | Yes - local database on the device |
| Works offline | No | No | Partial - local models and stored data; engine checks need the web |
| On-device AI Inference | No | No | Yes |
| Local model sizes offered | 0 | 0 | 3 |
| Data export on cancellation | CSV, XLSX, API while active | Not published - export tier-gated | CSV, PDF, DOCX exports plus full local backup |
| SOC 2 certification | SOC 2 Type II | Not certified - audit in progress | Pending |
| ISO certification | Not published | Not published | No |
| Local backup and restore | No - vendor-side only | No | Yes - export and import a backup file |
| Visibility & prompt tracking | |||
| Engines tracked | 9 | 5 named; plus Amazon Rufus | 10; 5 of them also collected locally |
| Real consumer-surface capture | Mixed - browser automation + platform APIs | Not published | Yes - 5 engines read from the device, no API |
| ChatGPT | Yes | Yes | Yes |
| Claude | Yes | Yes - depth questioned in reviews | Yes |
| Gemini | Yes | Partial - named only as "Google AI" | Yes |
| Google AI Mode | Yes | Not published | Yes |
| Google AI Overviews | Yes | Yes | Yes |
| Grok | Yes - newest addition | No | Yes |
| Bing Copilot | Yes | Third-party reports only | Yes |
| DeepSeek | No | No | Yes |
| Meta AI | Yes | Named in 2025, not since | Yes |
| Tracked prompts included | 350 / 700 custom; +1,000 / 2,500 preset | Not published | No hard limit on any plan |
| Samples per prompt configurable | Not published | Not published | Yes |
| Run cadence options | Not published - reported ~3 days | Not published - daily reported | Multiple times a day, weekly, monthly, and on-demand |
| On-demand run now | Not published - reported available | Not published | Yes |
| Instant one-off check | No - free prompt generator only | No - no free tool | Yes |
| Prompt manager | Yes - variants, tags, templates | Yes - you supply the prompts | Yes |
| Branded vs non-branded classification | Yes | Not published | Yes |
| Prompt categories and topics | Yes - topics, personas, funnel stage | Yes - topics and audience segments | Yes |
| Per-prompt model selection | Yes - variants per platform | Not published | Yes |
| Brand name variant support | Yes - sub-brands tracked separately | Not published | Yes - secondary brand terms |
| Brand multi-domain support | Partial - one primary domain per brand | Not published - priced per brand | Yes - secondary owned domains |
| Suggested prompts from Google Search Console | No - via MCP + external GSC tool | No | Yes - real GSC questions |
| Suggested prompts from competitor gaps | Yes | Partial - method not published | Yes |
| Perplexity | Yes | Yes | Yes |
| Scoring & analysis | |||
| Mention detection | Yes | Yes | Yes |
| Citation detection | Yes | Yes - source-level scoring | Yes - domain and page level |
| Sentiment scoring | Yes - positive, mixed, negative | Yes | Yes |
| Average position / rank | Yes - top, middle, bottom | Yes | Yes |
| Share of Voice | Yes | Yes | Yes |
| Share of Mentions | Yes | Yes | Yes |
| Share of Citations | Yes | Yes | Yes |
| Narrative drift detection | Partial - sentiment over time | Yes - narrative tracking | Yes - scored against a brand truth profile |
| Feature-parity / accuracy scoring | No | Yes - claims vs first-party facts | Yes |
| Untracked brand extraction | Partial - new-entity signals | Not published | Yes - with sentiment and average rank |
| Cited source categorization | Yes - brand, competitor, third-party | Partial - owned vs earned grouping | Yes - 8 source types |
| Topic-level breakdown | Yes | Yes | Yes |
| Engine-level breakdown | Yes | Yes | Yes |
| Competitor tracking | Yes | Yes | Yes - or promote any brand seen in results |
| Competitors included | Not published | Not published | 15 |
| Visibility gap analysis | Yes - gaps and white space | Yes - narrative and source gaps | Yes |
| ChatGPT fan-out capture | Not published | Not published | Yes |
| AI Mode grounding queries capture | Not published | No | Yes - the live grounding searches |
| Bing Index probe | No | No | Yes |
| AI crawler access check | Yes - robots checks + bot logs | No | Yes - retrieval, live fetch and training |
| Reporting & exports | |||
| Executive dashboard | Yes - plus custom dashboards | Yes | Yes |
| AI-written narrative summary | Yes - per detected change | Not published | Yes |
| Data export | Yes - CSV, XLSX, PDF, API | Partial - CSV and API, tier-gated | Yes - CSV |
| Branded PDF report | No - unbranded snapshot | No | Yes |
| Scheduled email reports | Partial - alert digest, not a report | Partial - ranked alerts | Yes - paid, per-user opt-in |
| Action log with export | Partial - alert reactions via API | No | Yes - CSV on paid managed plans |
| Historical data retention | 90 days published | Not published | No cap - stored on device,. Paid plans offer 400 day backup on-cloud; audio analytics 180–365 days |
| Taking action (the AEO loop) | |||
| Covers full loop: track → fix → verify → deploy | Partial - deploys to bot copy, not live site | No - no page fix or deploy step | Yes |
| Page-level AEO audit | Yes | No | Yes |
| Scored categories | Not published - robots, rendering, schema, content | 0 | 9 |
| Retrieval-readiness scoring | Yes - retrievability + citability | No | Yes - deterministic dense retrieval |
| Evidence tiers on recommendations | Partial - impact rank + confidence tiers | No - impact ranking only | Yes - proven, directional, best-practice |
| Element-level rewrite suggestions | Yes - chunk by chunk | No - content guidance only | Yes - element, character budget, before and after |
| Second-model QA pass | Not published | No - human review | Yes - pass, revised or needs human review |
| Static crawler-view snapshot | Yes - bot view + visitor image | No | Yes - full-page screenshot, JavaScript off |
| Audit input sources | Live fetch + visibility + competitor data | n/a - no page audit | Live URL, pasted text, file, WordPress, Webflow, Grav |
| Baseline vs verification re-runs | Partial - re-audit, no paired check | Partial - campaign-level measurement | Yes - compares against the baseline |
| Recommendation status tracking | Yes - approve, deploy, dismiss | Partial - ranked recommendation queue | Yes - planned, staged, completed |
| Visibility data sets page priority | Yes | Yes - source impact scoring | Yes - defend, recover, convert, earn |
| Search Console sets page priority | No | No | Yes - protect, balanced or expand |
| Branded audit PDF | No - unbranded PDF | n/a - no page audit | Yes |
| CMS integration & publishing | |||
| WordPress | Bot-log integration only, no publishing | No | Yes - official plugin, production and staging |
| Webflow | No | No | Yes - OAuth MCP, pages and collection items |
| Framer | No | No | On roadmap |
| Grav | No | No | Yes - official plugin |
| Shopify | No | No - product feeds, not the CMS | On roadmap |
| Surgical element-level edits to live page | No - edits bot-only copy | No | Yes |
| Preview before applying | Yes - side-by-side diff | No | Yes |
| Staging environment support | Yes - stage without publishing | No | Yes - WordPress, with promote to production |
| One-click rollback | Not published - versions retained | No | Yes - WordPress |
| Patch history per site | Yes - version history per site | No | Yes - WordPress |
| Visual placement picker | No | No | Yes - pick the spot on the rendered page |
| Push Schema JSON-LD into page | Partial - into bot copy only | No | Yes - FAQPage schema |
| Publish approval gate | Yes - or set to auto-approve | n/a - never publishes to your site | Yes - always, including scheduled runs |
| Agentic capability | |||
| Truly agentic (agent chooses its own steps) | Partial - diagnosis and charts only | No - despite the naming | Yes - plans and executes against the live web |
| Fixed-workflow automation only | Yes - audit, optimize, deploy pipeline | No workflow builder either | No - workflows exist alongside the agent |
| Agents can run on local model at zero cost | No | No | Yes |
| Multi-agent panel | No | No | Yes - two extra agents, paid plans |
| Live browser view | No | No | Yes |
| Take control mid-run | No | No | Yes |
| Steer agent while running | No | No | Yes - talk to any agent mid-job |
| Background execution | Yes - nightly sweeps, autopilot fixes | No | Yes - with notify on completion |
| Approval gate before real-world actions | Yes - bulk or per item | n/a - takes no actions | Yes |
| Long-running deep work jobs | Partial - batch page pipelines | No | Yes |
| Scheduled agent jobs | Partial - vendor cadence, not user-set | No - scheduled prompt runs only | Yes - daily, weekdays, weekly, monthly |
| Agent produces saved artifacts | Yes - saved dashboards | No | Yes - briefs, drafts, FAQs, audits |
| Evidence capture | Yes - raw responses + audit previews | Partial - stored AI responses | Yes - screenshots and captured proof |
| Searchable job history | Partial - audit and deploy history | No | Yes |
| Chat & assistant | |||
| Agentic chat with mid-answer tool calls | Yes - in-app assistant + MCP | No | Yes |
| Model picker per conversation | No | No | Yes |
| LLM models available | Not published | n/a | 27 hosted + 3 local; any model on BYOK |
| Chat memory across conversations | Not published | No | Yes - semantic search over past chats |
| Live web search | No | No | Yes |
| Fetch and read URLs | Partial - audit fetches only | Partial - ingests your own content | Yes |
| Semantic search over your own site | No - sitemap index, not semantic | No | Yes - on-device index |
| Topic coverage check | Yes | Partial - narrative gap reports | Yes - covered, partial or not covered |
| File attachments | No | Partial - brand documents ingested | Yes - txt, md, doc, docx, pdf, images |
| In-app screenshot capture | No - audit renders automatically | No | Yes - screen or window, with crop |
| Custom specialists with own tool access | No | No | Yes - plus 6 presets |
| Image generation | No | No | Yes |
| Content generation | |||
| Research-backed briefs | Partial - page recommendations, not briefs | No | Yes |
| Live SERP / PAA research | No | No | Yes - plus related searches and AI search snapshots |
| Full draft generation | No - rewrites existing pages only | No | Yes |
| Brand voice grounding | Partial - custom instructions per page | Partial - brand facts, no generation | Yes |
| Brand truth profile | Yes - internal sources of truth | Yes - verified brand fact library | Yes |
| Internal linking placement | Not published | No | Yes |
| Featured image generation | No | No | Yes |
| FAQ generation with schema export | Partial - FAQ blocks in bot copy | No | Yes - HTML and JSON-LD |
| Key points extraction | Yes - structured summaries | No | Yes - pushable into the live pag |
| AI-tell removal pass | No | No | Yes - paid, toggleable |
| Artifact library | No | No | Yes |
| Export formats | Markdown, PDF, CSV, XLSX | CSV, API | Markdown, HTML, DOCX, PDF, TXT |
| Revise artifacts in place | Yes - interactive editor | No | Yes |
| Deploy directly to CMS | No - announced, not shipped | No | Yes |
| Content repurposing / audio | |||
| Turn any page into audio | No | No | Yes - URL, pasted text or file |
| Two-voice conversation format | No | No | Yes |
| Voices | 0 | 0 | 30 |
| Languages | 0 | 0 | 24 |
| Length options | n/a | n/a | Short, standard, deep dive |
| Embeddable audio player | No | No | Yes |
| Player theming and layout | No | No | Yes - theme, layout, accent, title, transcript |
| White-label audio attribution | No | No | Yes - agency plans |
| Attribution backlink to agency | No | No | Yes - real link in page HTML |
| Listening analytics | No | No | Yes - plays, completion, listen time |
| BYOK audio generation | No | No | Yes |
| Site crawl & monitoring | |||
| Automatic site discovery | Yes - sitemap crawl | No | Yes |
| Scheduled full-site crawl | Yes - always-on, page cap by plan | No | Yes - weekly or on demand |
| Monitored page management | Yes - priority flags per page | Partial - content you submit, not crawled | Yes |
| Batched change digests | Partial - alert digest, not page diffs | No | Yes |
| On-device semantic index | No | No | Yes |
| Page freshness tracking | Partial - last-indexed timestamp | No | Yes |
| Entity & knowledge graph | |||
| Site-wide entity graph | No | No - structured brand data only | Yes |
| Inferred relationships | No | No | Yes |
| Salience scoring | No | No | Yes |
| Graph readable by AI agent | No | Partial - brand data sent to LLM providers | Yes |
| Graph export | No | No | Yes - CSV and PDF |
| Automation & workflows | |||
| Visibility-threshold triggers | Partial - detects and notifies, no actions | Partial - risk and inaccuracy alerts | Yes - mentions or citations, all or one topic |
| Pre-built recovery recipe | Yes - prioritized page action plan | No | Yes - detect, locate, audit, stage a fix |
| Conditional branching | No | No | Partial - branches on whether a matching page exists |
| Scheduled content cadence | Yes - weekly auto-approved fixes | No | Yes - daily to monthly |
| Workflow reports | Partial - pipeline status + webhooks | Partial - daily ranked recommendations | Yes - posted to the inbox |
| Alerts & inbox | |||
| Unified project inbox | Yes - alert feed with reactions | Partial - notification feed | Yes |
| Native OS notifications | No - web only | No | Yes - Windows and macOS |
| Customized notifications with severity thresholds | Partial - frequency set, tiers automatic | Partial - severity-scored, not user-set | Yes - per project |
| Email digest | Yes - real-time, daily or weekly | Not published | Yes |
| Teams & workspaces | |||
| Seats included | 3 / 5 / custom | Not published - per seat | Unlimited on paid managed; 10 BYOK Premium, 25 BYOK Agency |
| Cost per additional seat | $25/mo, max 5 extra on entry | Not published | $0 on paid managed plans, +$7 per seat for BYOK plans |
| Shared allowance across team | Yes | n/a - no published allowance | Yes |
| Per-member usage visibility | Not published | Not published | Yes |
| Multi-project workspaces | Agency and Enterprise only | Partial - per brand, priced separately | Yes |
| Projects included | 1 brand; multi on Agency/Enterprise | Not published - priced per brand | 1 free, 3–10 managed, 25–unlimited agency; +$10 each |
| Archive and restore projects | Partial - archive via API | Not published | Yes |
| Per-project API keys | No - org-level, brand-scoped | Not published | Yes - rotatable |
| SSO / SAML | Enterprise; Google SSO all plans | Partial - Google Workspace reported | Roadmap |
| Agency & white-label | |||
| White-label PDF reports | No | No | Yes - visibility report and audit |
| Custom logo, color and link | Not published | No | Yes |
| White-label audio player | No | No | Yes - custom attribution text and link |
| Client-facing backlink | No | No | Yes |
| Dedicated agency tier | Yes - from $500/mo | No | Yes - four tiers |
| Client sub-accounts | Yes - guest role per brand | No | No - clients are projects, no client logins |
| Integrations | |||
| Google Search Console | No | Not published | Yes - OAuth, credentials stay on device |
| Google Analytics | Yes - GA4; Adobe via push API | Not published - GA4 reported | Roadmap |
| MCP connector support | Yes - hosted server, 33 tools | No | Partial - Webflow connects over MCP |
| Public API | Enterprise only | Partial - no public docs, tier-gated | No - project keys for own plugins only |
| Slack | No - Enterprise support channel only | Not published - reported | No |
| Zapier | No | No | No |
| Custom connection support | Yes - webhooks + custom log ingestion | Partial - brand data feeds, undocumented | Yes - request a connection, paid plans |
| Platform & support | |||
| UI languages | 1 (English); tracks any language | 1 (English) | 6 |
| Troubleshooting and recovery tools | No - status page only | No | Yes |
| In-app help agent | Yes - assistant reads help docs | No | Yes |
| Done-for-you service available | Partial - CS and partner agencies | Yes - managed onboarding and advisory | Yes |
| Team | |||
| Founders have SEO backgrounds | No. Founders Chris Andrew and Robert MacCloy were previously CPO and CTO at Hearsay Systems, a financial-services social compliance platform. | No. Founders Alex Sherman, Jing Feng and Andrei Dunca, backgrounds are in advertising technology at PromoteIQ and LiveRail. | Yes. Founder Sam Morris has 15+ years in SEO and software engineering. |
Which one to pick
Scrunch may suit enterprise teams that need SOC 2 Type II certification, a browser-based app, a public API, or client sub-accounts. Bluefish AI may suit large brands that want managed onboarding and advisory services, especially if brand-accuracy monitoring is their main need. Neither platform publishes the same level of pricing detail as Hi, Moose, and neither offers a free plan.
For SMBs and agencies, Hi, Moose gives teams a lower-cost starting point and clearer control over usage. Its free plan does not expire or require a card. Paid plans start at $39 per month with BYOK or $79 per month with AI included. Teams can use an OpenRouter key, track AI credit use in the app, and run five engines daily at no AI cost to Hi, Moose. Scrunch starts at $250 per month on annual billing, while Bluefish AI uses quote-only pricing.
Hi, Moose also covers work beyond visibility tracking. It tracks 10 engines, supports unlimited tracked prompts, captures Google AI Mode grounding queries, and suggests prompts from real Google Search Console questions. It can then audit a page, provide element-level changes with evidence tiers, compare verification runs to a baseline, and stage approved edits for WordPress, Webflow, or Grav. Scrunch supports page audits, but its deployment focuses on bot-facing copy rather than live-page edits. Bluefish AI does not offer a page audit or CMS publishing step.
Teams that need browser access from any device should account for Hi, Moose’s desktop-only setup. That design also gives users local-first storage, on-device AI options, local backup and restore, and data export without depending only on vendor-hosted storage. For SEO teams that want to track AI visibility, find the cause, prepare a fix, and approve publication from one tool, Hi, Moose provides the broader workflow at pricing built for smaller teams.
Sources and research date
Researched August 2026
Every value comes from vendor pricing pages, public docs or a live account. Where a vendor does not publish a number, the cell says not published instead of an estimate. Plans change often. If a row is wrong, tell us and we will date the correction.
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