AI visibility tools, head to head
RankPrompt vs Peec AI
Pricing, features and differences, researched August 2026.
RankPrompt and Peec AI both help teams track brand visibility in AI search results, so they often appear on the same shortlist. Each platform monitors answers from tools such as ChatGPT, Google AI, Perplexity, and Gemini, then shows how often those tools mention a brand and its competitors. The main difference comes down to what each platform includes beyond visibility tracking. RankPrompt combines prompt-level tracking and competitor analysis with content, citation, outreach, SEO audit, and reporting tools. Peec AI focuses on AI search analytics, including brand mentions, cited sources, sentiment, answer position, and competitor share of voice. It also turns those signals into prioritized actions. Teams comparing RankPrompt and Peec AI should look at supported AI platforms, prompt tracking depth, citation data, competitor reporting, action recommendations, and the wider set of SEO and content tools they need. Agencies may also weigh reporting workflows and how each platform supports work across multiple clients.
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
Peec AI
Pick it if monitoring is the whole job and you want agency seats, though any one plan covers 3 of its 11 engines.
- Entry price
- $95/mo
- Tracked prompts
- 50–350
- Free trial
- 7 days
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 | Peec 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 | $95/mo | $39/mo BYOK; $79/mo AI included |
| Annual billing discount | Yes - 20% | Yes (~15%) | Yes - BYOK 2 months free; managed plans ~10% |
| Pricing model | Monthly credits, 4 tiers | Per prompt (brands) / credits (agency) | 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 | Yes - credit = 1 prompt × 1 model × 1 day | Yes - AI credits, published rate card |
| In-app usage dashboard | Yes - credit and agent-spend meters | Partial - credit allocation per project | Yes - % used, reset date, pace warning |
| Agency / reseller tier | Yes - $149 and $299 tiers | Yes | Yes - $149 BYOK Agency; $449+ AI included |
| Affiliate program | Yes - 30% lifetime recurring | Yes - Refer & Earn, up to $1,000 | Yes |
| Annual contract required | No | No | No |
| Free trial length | 7 days | 7 days | n/a - free plan, no expiry |
| Paid plans pricing range | $49–$299/mo + custom | $95–$795/mo + custom | $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 | CSV export anytime | CSV, PDF, DOCX exports plus full local backup |
| SOC 2 certification | Not published | Pursuing, not certified | 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 | 11 available, 3 per plan | 10; 5 of them also collected locally |
| Real consumer-surface capture | Not published - API models named in brand audit | Yes - cloud UI scraping | Yes - 5 engines read from the device, no API |
| ChatGPT | Yes | Yes | Yes |
| Claude | Yes | Enterprise only | Yes |
| Gemini | Yes - +1 credit per prompt | Yes | Yes |
| Google AI Mode | Yes | Yes | Yes |
| Google AI Overviews | Yes - counted with AI Mode | Yes | Yes |
| Grok | Yes - +1 credit per prompt | Paid add-on | Yes |
| Bing Copilot | No | Yes | Yes |
| DeepSeek | No | Enterprise only | Yes |
| Meta AI | No | No | Yes |
| Tracked prompts included | 150–2,000 credits/mo | 50–350 | No hard limit on any plan |
| Samples per prompt configurable | Not published | No - 1 run/day | Yes |
| Run cadence options | Daily, weekly, monthly | Daily; weekly on top tiers | Multiple times a day, weekly, monthly, and on-demand |
| On-demand run now | Yes | No | Yes |
| Instant one-off check | Yes - free web tools | No | Yes |
| Prompt manager | Yes | Yes | Yes |
| Branded vs non-branded classification | Not published | Yes - automatic | Yes |
| Prompt categories and topics | Partial - grouped by report and location | Yes - topics + tags | Yes |
| Per-prompt model selection | No - set per report | No - set per project | Yes |
| Brand name variant support | Partial - alias detection, no variant config | Yes - aliases + regex | Yes - secondary brand terms |
| Brand multi-domain support | Not published | Yes | 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 | No - from brand profile + search volume | Yes |
| Perplexity | Yes | Yes | Yes |
| Scoring & analysis | |||
| Mention detection | Yes | Yes | Yes |
| Citation detection | Yes | Yes - sources and citations tracked separately | Yes - domain and page level |
| Sentiment scoring | Yes | Yes - 0–100 | 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 - "Visibility" | Yes |
| Share of Citations | Yes | Yes | Yes |
| Narrative drift detection | Partial - perception scores over time | Partial - Brand Perception attributes | Yes - scored against a brand truth profile |
| Feature-parity / accuracy scoring | Yes - answers checked against your brand facts | Partial - AI Shopping attributes only | Yes |
| Untracked brand extraction | Yes - detected brands auto-categorized | Yes | Yes - with sentiment and average rank |
| Cited source categorization | Yes - competitor, publisher, alias, platform | Yes - 5 types + custom | 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 | Uncapped | 15 |
| Visibility gap analysis | Yes | Yes - Gap Score | Yes |
| ChatGPT fan-out capture | Not published | Yes | Yes |
| AI Mode grounding queries capture | Not published | No - fanouts on ChatGPT, Perplexity, Copilot | Yes - the live grounding searches |
| Bing Index probe | No | No | Yes |
| AI crawler access check | Yes - robots.txt and AI bot access | Yes - 40+ bots | Yes - retrieval, live fetch and training |
| Reporting & exports | |||
| Executive dashboard | Yes - drag-and-drop widgets | Yes | Yes |
| AI-written narrative summary | Yes | Partial - Brand Perception summary | Yes |
| Data export | Yes - PDF, CSV, PPTX | Yes - CSV, Data Studio, API | Yes - CSV |
| Branded PDF report | Yes - $149+ | No | Yes |
| Scheduled email reports | Yes | No | Yes - paid, per-user opt-in |
| Action log with export | Partial - task board; agent audit trail | Chat archive CSV only | 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 - track + recommend only | 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 - 1–3 opportunity score | Yes - proven, directional, best-practice |
| Element-level rewrite suggestions | Partial - inline rewrites in own drafts | No | Yes - element, character budget, before and after |
| Second-model QA pass | Not published | No | 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 | Live URL, pasted text, file, WordPress, Webflow, Grav |
| Baseline vs verification re-runs | Yes - run history with comparisons | Partial - Actions "Impact" view | Yes - compares against the baseline |
| Recommendation status tracking | Yes - task board with statuses | Partial | Yes - planned, staged, completed |
| Visibility data sets page priority | Partial - sets content topics, not page order | Yes - Relative Opportunity Score | 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+ | No | Yes |
| CMS integration & publishing | |||
| WordPress | Yes - one-click publish | Log plugin only, no publishing | 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 | Catalog import only | 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 | Yes - always, including scheduled runs |
| Agentic capability | |||
| Truly agentic (agent chooses its own steps) | Yes - 50+ tools, chains steps | No | Yes - plans and executes against the live web |
| Fixed-workflow automation only | No - agent picks its own path | No automation 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 | MCP writes only | Yes |
| Long-running deep work jobs | Not published | No | Yes |
| Scheduled agent jobs | Partial - agent sets report schedules | No | 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 | No | 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 | Partial - in-app data agent + MCP | 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 | Cited source URLs only, via MCP | Yes |
| Semantic search over your own site | No | No | Yes - on-device index |
| Topic coverage check | Yes - knowledge and prompt gaps | No | Yes - covered, partial or not covered |
| File attachments | Not published | No | 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 - fanout queries only | 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 | No | Yes |
| Brand truth profile | Yes - configured brand facts | Partial - Brand Profile | 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 | 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 - reads AI bot logs, not your site | Yes - weekly or on demand |
| Monitored page management | Partial - own published articles only | No | 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 | Yes |
| Inferred relationships | No | No | Yes |
| Salience scoring | No | No | Yes |
| Graph readable by AI agent | No | No | Yes |
| Graph export | No | No | Yes - CSV and PDF |
| Automation & workflows | |||
| Visibility-threshold triggers | Partial - alerts on shifts, no actions | No | 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 | MCP slash-commands only | Yes - posted to the inbox |
| Alerts & inbox | |||
| Unified project inbox | Partial - cross-brand reviews inbox, $299 | No | Yes |
| Native OS notifications | No | No | Yes - Windows and macOS |
| Customized notifications with severity thresholds | Partial - priorities, no custom thresholds | No | Yes - per project |
| Email digest | Yes - scheduled report emails | No - product newsletter only | Yes |
| Teams & workspaces | |||
| Seats included | 0 on $49; 2 / 10 / 25 above | Unlimited | Unlimited on paid managed; 10 BYOK Premium, 25 BYOK Agency |
| Cost per additional seat | Not published | $0 | $0 on paid managed plans, +$7 per seat for BYOK plans |
| Shared allowance across team | Yes - account credit pool | Yes - shared prompt/credit pool | Yes |
| Per-member usage visibility | Not published | No | Yes |
| Multi-project workspaces | Yes - separate brands | Yes | Yes |
| Projects included | 10–1,000 brands by tier | 1–5 brands; 3–25 agency | 1 free, 3–10 managed, 25–unlimited agency; +$10 each |
| Archive and restore projects | Not published | Prompts only | Yes |
| Per-project API keys | Yes - scoped per-brand keys | No - company-level, Enterprise | Yes - rotatable |
| SSO / SAML | Not published | Enterprise only | 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 | Yes - 4 tiers | Yes - four tiers |
| Client sub-accounts | Yes - magic-link portal, $299 | Yes - client seats + pitch projects | No - clients are projects, no client logins |
| Integrations | |||
| Google Search Console | Yes | No | Yes - OAuth, credentials stay on device |
| Google Analytics | Yes - GA4 | Yes - AI Referrals | Roadmap |
| MCP connector support | Yes - hosted server, OAuth | Yes | Partial - Webflow connects over MCP |
| Public API | Yes - all paid plans | Enterprise only | No - project keys for own plugins only |
| Slack | No | No - community only | No |
| Zapier | No - via API and webhooks | No | No |
| Custom connection support | Partial - webhooks plus request by email | Generic log webhook | 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 | Yes | Yes |
| Done-for-you service available | Yes - managed service, book a call | No - partner agency directory | Yes |
| Team | |||
| Founders have SEO backgrounds | Yes. | No. Marius Meiners, Daniel Drabo and Tobias Siwonia, who met in Antler's Berlin accelerator cohort; Meiners came from PwC's venture deals team rather than search. | Yes. Founder Sam Morris has 15+ years in SEO and software engineering. |
Which one to pick
RankPrompt and Peec AI both cover the core tracking job: they measure AI mentions, citations, sentiment, position, share of voice, and competitor performance. RankPrompt suits teams that need a browser-based platform, a public API, or client portals. Peec AI suits agencies that want unlimited seats, cloud access, and citation analytics across its available engines.
Hi, Moose fits buyers who want to move from tracking to page-level work in the same tool. It tracks 10 engines, supports on-demand and multiple daily runs, captures Google AI Mode grounding queries, and audits pages across nine AEO categories. It can then prepare element-level changes, compare verification runs against a baseline, and send approved edits to WordPress, Webflow, or Grav. WordPress users can stage changes, review them before publishing, and roll them back.
Cost and ownership also separate Hi, Moose from the two cloud platforms. The free plan requires no card and includes unlimited local daily visibility runs across five engines. Paid access starts at $39 per month on the BYOK plan, and users can run local models without AI costs to Hi, Moose. The desktop app stores data in a local database, supports local backup and restore, and offers CSV, PDF, DOCX, and full-backup exports.
The desktop approach will not suit every team. RankPrompt and Peec AI work in a browser, while Hi, Moose requires Windows or macOS. Hi, Moose also lacks a public API and client sub-accounts. For SMBs and agencies that want visibility tracking, evidence-based audits, controlled publishing, and local-first data handling at a lower entry price, Hi, Moose covers more of the AEO work loop than either alternative.
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.
Checked for this pair