AI visibility tools, head to head
RankPrompt vs Bluefish AI
Pricing, features and differences, researched August 2026.
RankPrompt and Bluefish AI both help teams track how AI search tools and chatbots represent their brands. Buyers often compare them when they need visibility data across platforms such as ChatGPT, Google AI, Claude, and Perplexity, then want clear steps to improve those results. The main differences come down to target customer, workflow depth, and platform scope. RankPrompt combines prompt tracking, competitor analysis, content tools, citation work, outreach, SEO audits, and reporting for brands, SEO teams, and agencies. Bluefish AI focuses on enterprise marketing, search, content, and commerce teams that need AI visibility measurement, GEO optimization, brand-accuracy monitoring, and agentic commerce support. Pricing approach, reporting needs, team size, and the AI platforms each tool tracks can also shape the choice.
At a glance
RankPrompt
Pick it if you want an in-app agent at a low price, though it covers 6 engines and meters everything as credits.
- Entry price
- $49/mo
- Tracked prompts
- 150–2,000 credits/mo
- Free trial
- 7 days
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 | RankPrompt | Bluefish AI | Hi, Moose Our AEO tool |
|---|---|---|---|
| Pricing & cost model | |||
| Free plan available | No - 7-day trial, card required | 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 - free web tools are one-off | 0 | 5 |
| Entry paid price | $49/mo | Not published - quote only | $39/mo BYOK; $79/mo AI included |
| Annual billing discount | Yes - 20% | Not published | Yes - BYOK 2 months free; managed plans ~10% |
| Pricing model | Monthly credits, 4 tiers | Custom contract; per brand and seat | Flat plan with monthly AI credit balance, or BYOK |
| Bring your own API key | Yes - OpenAI key, agent only | No | Yes - OpenRouter |
| Can run with $0 AI cost to vendor | No - tracking still spends credits | No | Yes |
| Usage metered in one transparent unit | Partial - credits plus separate $ agent budget | No - no published unit | Yes - AI credits, published rate card |
| In-app usage dashboard | Yes - credit and agent-spend meters | Not published | Yes - % used, reset date, pace warning |
| Agency / reseller tier | Yes - $149 and $299 tiers | No | Yes - $149 BYOK Agency; $449+ AI included |
| Affiliate program | Yes - 30% lifetime recurring | No | Yes |
| Annual contract required | No | Not published - annual reported | No |
| Free trial length | 7 days | None - closed pilot only | n/a - free plan, no expiry |
| Paid plans pricing range | $49–$299/mo + custom | 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 | Partial - exports while subscribed | Not published - export tier-gated | CSV, PDF, DOCX exports plus full local backup |
| SOC 2 certification | Not published | Not certified - audit in progress | Pending |
| ISO certification | Not published | Not published | No |
| Local backup and restore | No | No | Yes - export and import a backup file |
| Visibility & prompt tracking | |||
| Engines tracked | 6 | 5 named; plus Amazon Rufus | 10; 5 of them also collected locally |
| Real consumer-surface capture | Not published - API models named in brand audit | 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 - +1 credit per prompt | Partial - named only as "Google AI" | Yes |
| Google AI Mode | Yes | Not published | Yes |
| Google AI Overviews | Yes - counted with AI Mode | Yes | Yes |
| Grok | Yes - +1 credit per prompt | No | Yes |
| Bing Copilot | No | Third-party reports only | Yes |
| DeepSeek | No | No | Yes |
| Meta AI | No | Named in 2025, not since | Yes |
| Tracked prompts included | 150–2,000 credits/mo | Not published | No hard limit on any plan |
| Samples per prompt configurable | Not published | Not published | Yes |
| Run cadence options | Daily, weekly, monthly | Not published - daily reported | Multiple times a day, weekly, monthly, and on-demand |
| On-demand run now | Yes | Not published | Yes |
| Instant one-off check | Yes - free web tools | No - no free tool | Yes |
| Prompt manager | Yes | Yes - you supply the prompts | Yes |
| Branded vs non-branded classification | Not published | Not published | Yes |
| Prompt categories and topics | Partial - grouped by report and location | Yes - topics and audience segments | Yes |
| Per-prompt model selection | No - set per report | Not published | Yes |
| Brand name variant support | Partial - alias detection, no variant config | Not published | Yes - secondary brand terms |
| Brand multi-domain support | Not published | Not published - priced per brand | Yes - secondary owned domains |
| Suggested prompts from Google Search Console | Yes - from GSC and GA4 data | 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 | Yes | Yes |
| Average position / rank | Yes - per prompt, per engine | Yes | Yes |
| Share of Voice | Yes | Yes | Yes |
| Share of Mentions | Yes - mention counts vs competitors | Yes | Yes |
| Share of Citations | Yes | Yes | Yes |
| Narrative drift detection | Partial - perception scores over time | Yes - narrative tracking | Yes - scored against a brand truth profile |
| Feature-parity / accuracy scoring | Yes - answers checked against your brand facts | Yes - claims vs first-party facts | Yes |
| Untracked brand extraction | Yes - detected brands auto-categorized | Not published | Yes - with sentiment and average rank |
| Cited source categorization | Yes - competitor, publisher, alias, platform | Partial - owned vs earned grouping | Yes - 8 source types |
| Topic-level breakdown | Partial - per prompt, not per topic | 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 | 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.txt and AI bot access | No | Yes - retrieval, live fetch and training |
| Reporting & exports | |||
| Executive dashboard | Yes - drag-and-drop widgets | Yes | Yes |
| AI-written narrative summary | Yes | Not published | Yes |
| Data export | Yes - PDF, CSV, PPTX | Partial - CSV and API, tier-gated | Yes - CSV |
| Branded PDF report | Yes - $149+ | No | Yes |
| Scheduled email reports | Yes | Partial - ranked alerts | Yes - paid, per-user opt-in |
| Action log with export | Partial - task board; agent audit trail | No | Yes - CSV on paid managed plans |
| Historical data retention | Not 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 - deploy is WordPress or hosted blog only | No - no page fix or deploy step | Yes |
| Page-level AEO audit | Yes | No | Yes |
| Scored categories | 5 | 0 | 9 |
| Retrieval-readiness scoring | Partial - AI-readiness score in page audit | No | Yes - deterministic dense retrieval |
| Evidence tiers on recommendations | No - impact and effort labels | No - impact ranking only | Yes - proven, directional, best-practice |
| Element-level rewrite suggestions | Partial - inline rewrites in own drafts | 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 | No | No | Yes - full-page screenshot, JavaScript off |
| Audit input sources | Live URL, robots.txt, sitemap | n/a - no page audit | Live URL, pasted text, file, WordPress, Webflow, Grav |
| Baseline vs verification re-runs | Yes - run history with comparisons | Partial - campaign-level measurement | Yes - compares against the baseline |
| Recommendation status tracking | Yes - task board with statuses | Partial - ranked recommendation queue | Yes - planned, staged, completed |
| Visibility data sets page priority | Partial - sets content topics, not page order | Yes - source impact scoring | Yes - defend, recover, convert, earn |
| Search Console sets page priority | Partial - GSC feeds prompts, not page priority | No | Yes - protect, balanced or expand |
| Branded audit PDF | Yes - $149+ | n/a - no page audit | Yes |
| CMS integration & publishing | |||
| WordPress | Yes - one-click publish | No | Yes - official plugin, production and staging |
| Webflow | No - listed as coming soon | 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 - publishes whole articles | No | Yes |
| Preview before applying | Partial - editor preview before publish | No | Yes |
| Staging environment support | No | No | Yes - WordPress, with promote to production |
| One-click rollback | No | No | Yes - WordPress |
| Patch history per site | No - draft versions only | No | Yes - WordPress |
| Visual placement picker | No | No | Yes - pick the spot on the rendered page |
| Push Schema JSON-LD into page | Yes - with published article | No | Yes - FAQPage schema |
| Publish approval gate | Yes - $299 | n/a - never publishes to your site | Yes - always, including scheduled runs |
| Agentic capability | |||
| Truly agentic (agent chooses its own steps) | Yes - 50+ tools, chains steps | No - despite the naming | Yes - plans and executes against the live web |
| Fixed-workflow automation only | No - agent picks its own path | No workflow builder either | No - workflows exist alongside the agent |
| Agents can run on local model at zero cost | No - BYOK bills your OpenAI account | No | Yes |
| Multi-agent panel | No | No | Yes - two extra agents, paid plans |
| Live browser view | No | No | Yes |
| Take control mid-run | Partial - confirmation stops before writes | No | Yes |
| Steer agent while running | Not published | No | Yes - talk to any agent mid-job |
| Background execution | Not published | No | Yes - with notify on completion |
| Approval gate before real-world actions | Yes | n/a - takes no actions | Yes |
| Long-running deep work jobs | Not published | No | Yes |
| Scheduled agent jobs | Partial - agent sets report schedules | No - scheduled prompt runs only | Yes - daily, weekdays, weekly, monthly |
| Agent produces saved artifacts | Yes - articles, reports, tasks | No | Yes - briefs, drafts, FAQs, audits |
| Evidence capture | Partial - tool-run audit trail | Partial - stored AI responses | Yes - screenshots and captured proof |
| Searchable job history | Partial - audit trail; search not published | No | Yes |
| Chat & assistant | |||
| Agentic chat with mid-answer tool calls | Yes | No | Yes |
| Model picker per conversation | Partial - model choice only with own key | No | Yes |
| LLM models available | Not published - OpenAI only | n/a | 27 hosted + 3 local; any model on BYOK |
| Chat memory across conversations | Yes - account or per brand | No | Yes - semantic search over past chats |
| Live web search | Yes | No | Yes |
| Fetch and read URLs | Partial - audits a URL you enter | Partial - ingests your own content | Yes |
| Semantic search over your own site | No | No | Yes - on-device index |
| Topic coverage check | Yes - knowledge and prompt gaps | Partial - narrative gap reports | Yes - covered, partial or not covered |
| File attachments | Not published | Partial - brand documents ingested | Yes - txt, md, doc, docx, pdf, images |
| In-app screenshot capture | No | No | Yes - screen or window, with crop |
| Custom specialists with own tool access | No | No | Yes - plus 6 presets |
| Image generation | Yes - article images | No | Yes |
| Content generation | |||
| Research-backed briefs | Yes - live web research before drafting | No | Yes |
| Live SERP / PAA research | Partial - top-ranking pages, no PAA | No | Yes - plus related searches and AI search snapshots |
| Full draft generation | Yes - 1,500–3,000 words | No | Yes |
| Brand voice grounding | Partial - tone stored as agent memory | Partial - brand facts, no generation | Yes |
| Brand truth profile | Yes - configured brand facts | Yes - verified brand fact library | Yes |
| Internal linking placement | Yes | No | Yes |
| Featured image generation | Yes | No | Yes |
| FAQ generation with schema export | Yes | No | Yes - HTML and JSON-LD |
| Key points extraction | Not published | No | Yes - pushable into the live pag |
| AI-tell removal pass | No | No | Yes - paid, toggleable |
| Artifact library | Yes - content list and calendar | No | Yes |
| Export formats | PDF, CSV, PPTX | CSV, API | Markdown, HTML, DOCX, PDF, TXT |
| Revise artifacts in place | Yes - inline edits with undo | No | Yes |
| Deploy directly to CMS | Yes - WordPress or hosted blog | 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 | Partial - sitemap and robots checks only | No | Yes |
| Scheduled full-site crawl | No - page-by-page audits | No | Yes - weekly or on demand |
| Monitored page management | Partial - own published articles only | Partial - content you submit, not crawled | Yes |
| Batched change digests | No | No | Yes |
| On-device semantic index | No | No | Yes |
| Page freshness tracking | Partial - refresh reminders on own articles | 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 - alerts on shifts, no actions | Partial - risk and inaccuracy alerts | Yes - mentions or citations, all or one topic |
| Pre-built recovery recipe | No | No | Yes - detect, locate, audit, stage a fix |
| Conditional branching | No | No | Partial - branches on whether a matching page exists |
| Scheduled content cadence | Yes - schedule-to-publish | No | Yes - daily to monthly |
| Workflow reports | No | Partial - daily ranked recommendations | Yes - posted to the inbox |
| Alerts & inbox | |||
| Unified project inbox | Partial - cross-brand reviews inbox, $299 | Partial - notification feed | Yes |
| Native OS notifications | No | No | Yes - Windows and macOS |
| Customized notifications with severity thresholds | Partial - priorities, no custom thresholds | Partial - severity-scored, not user-set | Yes - per project |
| Email digest | Yes - scheduled report emails | Not published | Yes |
| Teams & workspaces | |||
| Seats included | 0 on $49; 2 / 10 / 25 above | Not published - per seat | Unlimited on paid managed; 10 BYOK Premium, 25 BYOK Agency |
| Cost per additional seat | Not published | Not published | $0 on paid managed plans, +$7 per seat for BYOK plans |
| Shared allowance across team | Yes - account credit pool | n/a - no published allowance | Yes |
| Per-member usage visibility | Not published | Not published | Yes |
| Multi-project workspaces | Yes - separate brands | Partial - per brand, priced separately | Yes |
| Projects included | 10–1,000 brands by tier | Not published - priced per brand | 1 free, 3–10 managed, 25–unlimited agency; +$10 each |
| Archive and restore projects | Not published | Not published | Yes |
| Per-project API keys | Yes - scoped per-brand keys | Not published | Yes - rotatable |
| SSO / SAML | Not published | Partial - Google Workspace reported | Roadmap |
| Agency & white-label | |||
| White-label PDF reports | Yes - $149+ | No | Yes - visibility report and audit |
| Custom logo, color and link | Yes - logo, colors, sender, footer | No | Yes |
| White-label audio player | No | No | Yes - custom attribution text and link |
| Client-facing backlink | No | No | Yes |
| Dedicated agency tier | Yes - $149 and $299 | No | Yes - four tiers |
| Client sub-accounts | Yes - magic-link portal, $299 | No | No - clients are projects, no client logins |
| Integrations | |||
| Google Search Console | Yes | Not published | Yes - OAuth, credentials stay on device |
| Google Analytics | Yes - GA4 | Not published - GA4 reported | Roadmap |
| MCP connector support | Yes - hosted server, OAuth | No | Partial - Webflow connects over MCP |
| Public API | Yes - all paid plans | Partial - no public docs, tier-gated | No - project keys for own plugins only |
| Slack | No | Not published - reported | No |
| Zapier | No - via API and webhooks | No | No |
| Custom connection support | Partial - webhooks plus request by email | Partial - brand data feeds, undocumented | Yes - request a connection, paid plans |
| Platform & support | |||
| UI languages | 1 (English); 50+ prompt languages | 1 (English) | 6 |
| Troubleshooting and recovery tools | No | No | Yes |
| In-app help agent | Yes - agent dock | No | Yes |
| Done-for-you service available | Yes - managed service, book a call | Yes - managed onboarding and advisory | Yes |
| Team | |||
| Founders have SEO backgrounds | Yes. | 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
RankPrompt suits teams that want a browser-based platform, a public API, or client sub-accounts. Its agent can also create and publish full articles to WordPress. Bluefish AI may suit large brands that prefer a custom contract and enterprise-focused brand monitoring.
Hi, Moose gives small teams and agencies a broader path from measurement to site changes. It tracks 10 engines, including Bing Copilot, DeepSeek, and Meta AI, with five consumer surfaces collected locally. It also captures AI Mode grounding queries, audits pages across nine scored categories, stages element-level changes, and verifies results against a baseline.
Cost and data control also set Hi, Moose apart. The free plan does not expire or require a card, and every plan includes unlimited local daily visibility runs. Teams can use OpenRouter through BYOK plans starting at $39 per month, run local models, and avoid AI costs paid to Hi, Moose. The desktop app stores data in a local database, supports local backup and restore, and offers full exports.
For teams that need to track visibility, find the cause of a gap, prepare a fix, and approve deployment, Hi, Moose covers that loop in one desktop app. Its WordPress, Webflow, and Grav connections add practical publishing options, while approval gates keep users in control.
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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