AI visibility tools, head to head
Qwairy vs Peec AI
Pricing, features and differences, researched August 2026.
Qwairy and Peec AI both help teams track how AI search tools mention their brands, competitors, and content. A marketing team may weigh them against each other when it needs clearer data on ChatGPT, Google AI Overviews, Perplexity, Gemini, Claude, and similar tools. The main differences fall under platform scope, data tracked, analysis depth, and next steps. Qwairy combines AI visibility monitoring with content opportunities, technical site checks, and AI traffic measurement. Peec AI centers on brand mentions, source citations, sentiment, answer position, and competitor share of voice, then uses those findings to prioritize actions. The right fit depends on whether your team wants a broader set of SEO and AI search tools in one platform or a more focused view of brand performance within AI-generated answers.
At a glance
Qwairy
Pick it if you bill in euros, since the entry plan tracks 100 prompts and its assistant is read-only analysis.
- Entry price
- €79/mo; €65/mo annual
- Tracked prompts
- 100 / 300 / 800; unlimited on top tier
- Free trial
- None - free plan instead
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 | Qwairy | Peec AI | Hi, Moose Our AEO tool |
|---|---|---|---|
| Pricing & cost model | |||
| Free plan available | Yes - 120 credits, no card | 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 | €79/mo; €65/mo annual | $95/mo | $39/mo BYOK; $79/mo AI included |
| Annual billing discount | Yes - 2 months free (~17%) | Yes (~15%) | Yes - BYOK 2 months free; managed plans ~10% |
| Pricing model | Tiered plans + credits | Per prompt (brands) / credits (agency) | 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 | Yes - credits | Yes - credit = 1 prompt × 1 model × 1 day | Yes - AI credits, published rate card |
| In-app usage dashboard | Yes - balance + usage page | Partial - credit allocation per project | Yes - % used, reset date, pace warning |
| Agency / reseller tier | Yes - from €99/mo | Yes | Yes - $149 BYOK Agency; $449+ AI included |
| Affiliate program | Yes - 20% for 12 months | Yes - Refer & Earn, up to $1,000 | Yes |
| Annual contract required | No - monthly available | No | No |
| Free trial length | None - free plan instead | 7 days | n/a - free plan, no expiry |
| Paid plans pricing range | €79–€449/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, EU hosting | 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 | Not published - CSV/API while active | 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 - vendor-side only | No | Yes - export and import a backup file |
| Visibility & prompt tracking | |||
| Engines tracked | 10 | 11 available, 3 per plan | 10; 5 of them also collected locally |
| Real consumer-surface capture | Partial - 7 scraped UIs, rest via API | Yes - cloud UI scraping | Yes - 5 engines read from the device, no API |
| ChatGPT | Yes - UI and API | Yes | Yes |
| Claude | Yes - API only | Enterprise only | Yes |
| Gemini | Yes - UI and API | Yes | Yes |
| Google AI Mode | Yes | Yes | Yes |
| Google AI Overviews | Yes | Yes | Yes |
| Grok | Yes - UI and API | Paid add-on | Yes |
| Bing Copilot | Yes - UI only | Yes | Yes |
| DeepSeek | Yes - API only | Enterprise only | Yes |
| Meta AI | No | No | Yes |
| Tracked prompts included | 100 / 300 / 800; unlimited on top tier | 50–350 | No hard limit on any plan |
| Samples per prompt configurable | Yes - up to 20 per run | No - 1 run/day | Yes |
| Run cadence options | Daily, weekly, monthly, manual | 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 public audit tool | No | Yes |
| Prompt manager | Yes - bulk edit, tags, funnel | Yes | Yes |
| Branded vs non-branded classification | Not published - funnel stages instead | Yes - automatic | Yes |
| Prompt categories and topics | Yes - 5 topics max, unlimited tags | Yes - topics + tags | Yes |
| Per-prompt model selection | Partial - per-prompt cadence, models per run | No - set per project | Yes |
| Brand name variant support | Not published | Yes - aliases + regex | Yes - secondary brand terms |
| Brand multi-domain support | Partial - one domain per workspace | Yes | Yes - secondary owned domains |
| Suggested prompts from Google Search Console | Yes | No | Yes - real GSC questions |
| Suggested prompts from competitor gaps | Yes | No - from brand profile + search volume | Yes |
| Perplexity | Yes - UI and API | 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 - 0–100 plus label | Yes - 0–100 | Yes |
| Average position / rank | Yes | Yes | Yes |
| Share of Voice | Yes | Yes | Yes |
| Share of Mentions | Yes - mention rate | Yes - "Visibility" | Yes |
| Share of Citations | Yes - citation rate | Yes | Yes |
| Narrative drift detection | Yes - monthly perception snapshots | Partial - Brand Perception attributes | Yes - scored against a brand truth profile |
| Feature-parity / accuracy scoring | Yes - private beta, Growth+ | Partial - AI Shopping attributes only | Yes |
| Untracked brand extraction | Yes - auto competitor detection | Yes | Yes - with sentiment and average rank |
| Cited source categorization | Yes - type, authority, social/shopping/local | Yes - 5 types + custom | 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 | Auto-detected, uncapped; 10 in compare view | Uncapped | 15 |
| Visibility gap analysis | Yes | Yes - Gap Score | Yes |
| ChatGPT fan-out capture | Yes | Yes | Yes |
| AI Mode grounding queries capture | Not published | No - fanouts on ChatGPT, Perplexity, Copilot | Yes - the live grounding searches |
| Bing Index probe | Partial - Bing Webmaster Tools connection | No | Yes |
| AI crawler access check | Yes - 63 crawlers vs robots.txt | Yes - 40+ bots | Yes - retrieval, live fetch and training |
| Reporting & exports | |||
| Executive dashboard | Yes | Yes | Yes |
| AI-written narrative summary | Yes - weekly email and assistant | Partial - Brand Perception summary | Yes |
| Data export | Yes - CSV, API, Looker Studio | Yes - CSV, Data Studio, API | Yes - CSV |
| Branded PDF report | Partial - branding on Enterprise/Agency Custom | No | Yes |
| Scheduled email reports | Partial - weekly only, no cadence choice | No | Yes - paid, per-user opt-in |
| Action log with export | Yes - action history via API | Chat archive CSV only | Yes - CSV on paid managed plans |
| Historical data retention | Not published - 90-day default range | 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 - no deploy step | No - track + recommend only | Yes |
| Page-level AEO audit | Yes | No | Yes |
| Scored categories | 4 | 0 | 9 |
| Retrieval-readiness scoring | Yes - AEO score plus crawler access | No | Yes - deterministic dense retrieval |
| Evidence tiers on recommendations | Yes - tier, score, raw signals | No - 1–3 opportunity score | Yes - proven, directional, best-practice |
| Element-level rewrite suggestions | Partial - issue list, not rewrites | No | Yes - element, character budget, before and after |
| Second-model QA pass | No | No | Yes - pass, revised or needs human review |
| Static crawler-view snapshot | No | No | Yes - full-page screenshot, JavaScript off |
| Audit input sources | Sitemap pages, robots.txt, llms.txt | n/a | Live URL, pasted text, file, WordPress, Webflow, Grav |
| Baseline vs verification re-runs | Yes - 90-day re-measure after completion | Partial - Actions "Impact" view | Yes - compares against the baseline |
| Recommendation status tracking | Yes - accept, start, done, decline | Partial | Yes - planned, staged, completed |
| Visibility data sets page priority | Yes | Yes - Relative Opportunity Score | Yes - defend, recover, convert, earn |
| Search Console sets page priority | Yes | No | Yes - protect, balanced or expand |
| Branded audit PDF | Partial - branding on Enterprise/Agency Custom | No | Yes |
| CMS integration & publishing | |||
| WordPress | Crawler log forwarding only, no publishing | Log plugin only, no publishing | 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 | Catalog import only | On roadmap |
| Surgical element-level edits to live page | No | No | Yes |
| Preview before applying | No | 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 | No | Yes - WordPress |
| Visual placement picker | No | No | Yes - pick the spot on the rendered page |
| Push Schema JSON-LD into page | No - generates snippet to paste | No | Yes - FAQPage schema |
| Publish approval gate | No | n/a - never publishes | Yes - always, including scheduled runs |
| Agentic capability | |||
| Truly agentic (agent chooses its own steps) | No - read-only analysis assistant | No | Yes - plans and executes against the live web |
| Fixed-workflow automation only | Yes - scheduled runs and detectors | No automation 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 | No - scheduled monitoring only | No | Yes - with notify on completion |
| Approval gate before real-world actions | No - takes no external actions | MCP writes only | Yes |
| Long-running deep work jobs | No | No | Yes |
| Scheduled agent jobs | No | No | Yes - daily, weekdays, weekly, monthly |
| Agent produces saved artifacts | Partial - saved articles and exports | No | Yes - briefs, drafts, FAQs, audits |
| Evidence capture | Yes - full answers and cited sources | No | Yes - screenshots and captured proof |
| Searchable job history | Partial - audit, export, action history | No | Yes |
| Chat & assistant | |||
| Agentic chat with mid-answer tool calls | Yes - read-only over workspace data | Partial - in-app data agent + MCP | 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 | No | Cited source URLs only, via MCP | Yes |
| Semantic search over your own site | No | No | Yes - on-device index |
| Topic coverage check | Yes - coverage metric and gap views | No | Yes - covered, partial or not covered |
| File attachments | No | 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 - 36 preset prompt templates | No | Yes - plus 6 presets |
| Image generation | No | No | Yes |
| Content generation | |||
| Research-backed briefs | Yes - 50 credits each | No | Yes |
| Live SERP / PAA research | Partial - optional Perplexity research pass | No - fanout queries only | Yes - plus related searches and AI search snapshots |
| Full draft generation | Yes | No | Yes |
| Brand voice grounding | Partial - audience personas only | No | Yes |
| Brand truth profile | Yes - beta, Growth+ | Partial - Brand Profile | Yes |
| Internal linking placement | Not published | No | Yes |
| Featured image generation | No | No | Yes |
| FAQ generation with schema export | Partial - FAQ block plus schema stub | No | Yes - HTML and JSON-LD |
| Key points extraction | Partial - optional summary block | No | Yes - pushable into the live pag |
| AI-tell removal pass | No | No | Yes - paid, toggleable |
| Artifact library | Partial - article list, readable via API | No | Yes |
| Export formats | Markdown; CSV for data | CSV | Markdown, HTML, DOCX, PDF, TXT |
| Revise artifacts in place | Yes - edit outline, regenerate sections | No | Yes |
| Deploy directly to CMS | No - pull via API only | 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 sync | No | Yes |
| Scheduled full-site crawl | Partial - manual sync, per-page audits | No - reads AI bot logs, not your site | Yes - weekly or on demand |
| Monitored page management | Yes - favorites, filters, re-audit | No | Yes |
| Batched change digests | Partial - weekly email, not page diffs | No | Yes |
| On-device semantic index | No | No | Yes |
| Page freshness tracking | Partial - freshness in content score | 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 | Not published - weekly report only | No | Yes - mentions or citations, all or one topic |
| Pre-built recovery recipe | Partial - prioritized plan, executed manually | No | Yes - detect, locate, audit, stage a fix |
| Conditional branching | No | No | Partial - branches on whether a matching page exists |
| Scheduled content cadence | No - capacity is a ranking input only | No | Yes - daily to monthly |
| Workflow reports | No | MCP slash-commands only | Yes - posted to the inbox |
| Alerts & inbox | |||
| Unified project inbox | Partial - action triage queue | No | Yes |
| Native OS notifications | No - web only | No | Yes - Windows and macOS |
| Customized notifications with severity thresholds | No - single on/off toggle | No | Yes - per project |
| Email digest | Yes - weekly, fixed cadence | No - product newsletter only | Yes |
| Teams & workspaces | |||
| Seats included | Unlimited | Unlimited | Unlimited on paid managed; 10 BYOK Premium, 25 BYOK Agency |
| Cost per additional seat | 0 | $0 | $0 on paid managed plans, +$7 per seat for BYOK plans |
| Shared allowance across team | Yes - credits pooled | Yes - shared prompt/credit pool | Yes |
| Per-member usage visibility | Partial - per sub-team, not per person | No | Yes |
| Multi-project workspaces | Yes - from €199/mo | Yes | Yes |
| Projects included | 1 / 5 / 20 / unlimited | 1–5 brands; 3–25 agency | 1 free, 3–10 managed, 25–unlimited agency; +$10 each |
| Archive and restore projects | Yes | Prompts only | Yes |
| Per-project API keys | No - team-level keys | No - company-level, Enterprise | Yes - rotatable |
| SSO / SAML | Enterprise only - OIDC | Enterprise only | Roadmap |
| Agency & white-label | |||
| White-label PDF reports | Enterprise / Agency Custom | No | Yes - visibility report and audit |
| Custom logo, color and link | Enterprise - logo and custom domain | 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 €99/mo | Yes - 4 tiers | Yes - four tiers |
| Client sub-accounts | Yes - sub-teams and viewer roles | 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 plus 5 others | Yes - AI Referrals | Roadmap |
| MCP connector support | Yes - 46 read-only tools | Yes | Partial - Webflow connects over MCP |
| Public API | Yes - Growth and above | Enterprise only | No - project keys for own plugins only |
| Slack | Listed as live, not documented | No - community only | No |
| Zapier | No | No | No |
| Custom connection support | Partial - webhooks (Enterprise), HTTP log ingest | Generic log webhook | Yes - request a connection, paid plans |
| Platform & support | |||
| UI languages | Not published - tracks 45+ languages | 1 (English) | 6 |
| Troubleshooting and recovery tools | No - docs troubleshooting only | No | Yes |
| In-app help agent | Yes - assistant can search docs | Yes | Yes |
| Done-for-you service available | Partial - partner agencies, no in-house service | 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
Qwairy and Peec AI both give teams solid AI visibility tracking in a browser-based platform. Qwairy may suit teams that need a public API, Looker Studio exports, unlimited seats, or client sub-accounts. Peec AI may fit brands that want cloud-based tracking with CSV, Data Studio, or enterprise API access. Neither tool offers a free ongoing plan with daily engine runs, local data storage, or a direct publishing workflow.
Hi, Moose fits teams that want to track, fix, verify, and deploy work from one desktop app. It tracks 10 engines, including ChatGPT, Claude, Gemini, Google AI Mode, AI Overviews, Grok, Bing Copilot, Perplexity, DeepSeek, and Meta AI. Five engines can run locally, with unlimited daily local visibility runs on every plan. It also captures live Google AI Mode grounding queries, which neither competitor lists as a published feature.
The cost model gives smaller teams more control. Hi, Moose has a free-forever plan with no card required. Paid access starts at $39 per month with BYOK, compared with €79 per month for Qwairy and $95 per month for Peec AI. Teams can connect an OpenRouter key or use local models, which can reduce vendor AI costs to $0. The in-app dashboard shows AI credit use, reset dates, and pace warnings.
Hi, Moose also goes beyond monitoring when a page needs work. Its page-level AEO audit scores nine categories, offers element-level before-and-after suggestions, and compares verification runs against a baseline. The WordPress plugin supports previews, staging, approval before publishing, rollback, patch history, and targeted live-page edits. It also supports Webflow and Grav publishing workflows. Qwairy and Peec AI can identify opportunities, but neither provides this same deploy path.
The desktop model will not suit every team. Qwairy and Peec AI make more sense for buyers who need a browser-only tool, enterprise API access, or client logins. For SMBs and agencies that want local data control, flexible AI costs, broad visibility tracking, and a way to move from findings to approved fixes, Hi, Moose offers the more complete option.
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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