# Visby AI vs Peec AI

Compare Visby AI vs Peec AI features, pricing, and alternatives.

- Canonical page: https://himoose.com/versus/visby-ai-vs-peec-ai/
- Researched: August 2026
- Compared across 20 categories
- Hi, Moose is the publisher of this comparison and is included as a third option throughout.

## Overview

Visby AI and Peec AI both help teams track brand visibility in AI search results and decide what to improve next. Buyers often compare them because each covers major tools such as ChatGPT and Gemini, tracks prompts across platforms, and connects visibility data to action. The main differences fall under platform coverage, the metrics each tool emphasizes, and how each turns findings into work. Visby AI focuses on visibility tracking, content gaps, and personalized GEO tasks. Peec AI pairs brand mentions with source citations, sentiment, answer position, and competitor [share of voice](https://himoose.com/monitoring/), then ranks recommended actions. The right fit depends on whether your team needs guided GEO tasks and gap analysis, or deeper reporting on citations, sentiment, and competitor visibility.

## At a glance

### Visby AI

Pick it if a Shopify store and a roughly monthly check fit your needs, since the entry plan tracks 15 prompts across 3 engines.

- Entry price: $79/mo
- Tracked prompts: 15 / 90 / 250+
- Free trial: Not published - 3rd party says 14 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, Moose (our 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

## Founders have SEO backgrounds?

A tool built by people who have done the work makes different choices.

| Tool | Answer |
| --- | --- |
| Visby AI | Partial. Heavier performance marketing background. |
| Peec AI | 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. |
| Hi, Moose | Yes. Founder Sam Morris has 15+ years in SEO and software engineering. |

## Full comparison

Values are quoted as published. Where a vendor does not publish a number, the cell says "Not published".

### Pricing & cost model

| Feature | Visby AI | Peec AI | Hi, Moose |
| --- | --- | --- | --- |
| Free plan available | No - trial + free audit tool | 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 | $95/mo | $39/mo BYOK; $79/mo AI included |
| Annual billing discount | No - monthly only | Yes (~15%) | Yes - BYOK 2 months free; managed plans ~10% |
| Pricing model | Tiered: prompts + domains + seats | Per prompt (brands) / credits (agency) | Flat plan with monthly AI credit balance, or BYOK |
| Bring your own API key | No - on roadmap | No | Yes - OpenRouter |
| Can run with $0 AI cost to vendor | No | No | Yes |
| Usage metered in one transparent unit | No - prompt, answer, article caps | Yes - credit = 1 prompt × 1 model × 1 day | Yes - AI credits, published rate card |
| In-app usage dashboard | Yes - limits/usage in Settings | Partial - credit allocation per project | Yes - % used, reset date, pace warning |
| Agency / reseller tier | No - no named agency tier | Yes | Yes - $149 BYOK Agency; $449+ AI included |
| Affiliate program | Yes - referral program | Yes - Refer & Earn, up to $1,000 | Yes |
| Annual contract required | No | No | No |
| Free trial length | Not published - 3rd party says 14 days | 7 days | n/a - free plan, no expiry |
| Paid plans pricing range | $79–$199/mo + custom Enterprise | $95–$795/mo + custom | $39–$1,999/mo |

### Deployment, privacy & data ownership

| Feature | Visby AI | Peec AI | Hi, Moose |
| --- | --- | --- | --- |
| 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 | Not published - CSV/PDF 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 | No | Yes - export and import a backup file |

### Visibility & prompt tracking

| Feature | Visby AI | Peec AI | Hi, Moose |
| --- | --- | --- | --- |
| Engines tracked | 3 - pick 3 of 4 on pricing page | 11 available, 3 per plan | 10; 5 of them also collected locally |
| Real consumer-surface capture | Not published | Yes - cloud UI scraping | Yes - 5 engines read from the device, no API |
| ChatGPT | Yes | Yes | Yes |
| Claude | Yes | Enterprise only | Yes |
| Gemini | Yes | Yes | Yes |
| Google AI Mode | No - roadmap, under review | Yes | Yes |
| Google AI Overviews | Disputed - priced, roadmap says planned | Yes | Yes |
| Grok | No | Paid add-on | Yes |
| Bing Copilot | No - referral traffic only | Yes | Yes |
| DeepSeek | No | Enterprise only | Yes |
| Meta AI | No | No | Yes |
| Tracked prompts included | 15 / 90 / 250+ | 50–350 | No hard limit on any plan |
| Samples per prompt configurable | No - 1 per engine per month | No - 1 run/day | Yes |
| Run cadence options | ~30 days, not adjustable | Daily; weekly on top tiers | Multiple times a day, weekly, monthly, and on-demand |
| On-demand run now | Not published | No | Yes |
| Instant one-off check | Partial - free audit is site, not prompt | No | Yes |
| Prompt manager | Yes - tags, archive, CSV import | Yes | Yes |
| Branded vs non-branded classification | Partial - funnel stage + intent | Yes - automatic | Yes |
| Prompt categories and topics | Yes - tags + funnel stage | Yes - topics + tags | Yes |
| Per-prompt model selection | Not published | No - set per project | Yes |
| Brand name variant support | Not published | Yes - aliases + regex | Yes - secondary brand terms |
| Brand multi-domain support | No - 1 domain per project | Yes | Yes - secondary owned domains |
| Suggested prompts from Google Search Console | No - suggested from site scan | No | Yes - real GSC questions |
| Suggested prompts from competitor gaps | Partial - gap analysis module | No - from brand profile + search volume | Yes |
| Perplexity | No - roadmap, under review | Yes | Yes |

### Scoring & analysis

| Feature | Visby AI | Peec AI | Hi, Moose |
| --- | --- | --- | --- |
| Mention detection | Yes | Yes | Yes |
| Citation detection | Yes - domain, page, competitor | Yes - sources and citations tracked separately | Yes - domain and page level |
| Sentiment scoring | Yes - prompts + reviews | Yes - 0–100 | Yes |
| Average position / rank | No - roadmap, under review | Yes | Yes |
| Share of Voice | Yes | Yes | Yes |
| Share of Mentions | Partial - visibility score | Yes - "Visibility" | Yes |
| Share of Citations | Partial - citations by domain | Yes | Yes |
| Narrative drift detection | No | Partial - Brand Perception attributes | Yes - scored against a brand truth profile |
| Feature-parity / accuracy scoring | No | Partial - AI Shopping attributes only | Yes |
| Untracked brand extraction | Yes - detected brands, promotable | Yes | Yes - with sentiment and average rank |
| Cited source categorization | Partial - domain and page only | Yes - 5 types + custom | Yes - 8 source types |
| Topic-level breakdown | Partial - funnel stage + tags | Yes | Yes |
| Engine-level breakdown | Yes | Yes | Yes |
| Competitor tracking | Yes - direct, indirect, companion | 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 | No | Yes | Yes |
| AI Mode grounding queries capture | No | No - fanouts on ChatGPT, Perplexity, Copilot | Yes - the live grounding searches |
| Bing Index probe | No - Bing Webmaster traffic only | No | Yes |
| AI crawler access check | No - roadmap, under review | Yes - 40+ bots | Yes - retrieval, live fetch and training |

### Reporting & exports

| Feature | Visby AI | Peec AI | Hi, Moose |
| --- | --- | --- | --- |
| Executive dashboard | Yes | Yes | Yes |
| AI-written narrative summary | Not published | Partial - Brand Perception summary | Yes |
| Data export | Yes - CSV, PDF | Yes - CSV, Data Studio, API | Yes - CSV |
| Branded PDF report | Beta since Mar 2026 | No | Yes |
| Scheduled email reports | Yes - weekly + monthly | No | Yes - paid, per-user opt-in |
| Action log with export | Partial - Kanban board, no export | Chat archive CSV only | Yes - CSV on paid managed plans |
| Historical data retention | Not published - monthly data points | 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)

| Feature | Visby AI | Peec AI | Hi, Moose |
| --- | --- | --- | --- |
| Covers full loop: track → fix → verify → deploy | Partial - deploy on Shopify only | No - track + recommend only | Yes |
| Page-level AEO audit | Yes - site scan + free tool | No | Yes |
| Scored categories | 5 - SEO, GEO, content, review, speed | 0 | 9 |
| Retrieval-readiness scoring | No | No | Yes - deterministic dense retrieval |
| Evidence tiers on recommendations | No - impact priority only | No - 1–3 opportunity score | Yes - proven, directional, best-practice |
| Element-level rewrite suggestions | Partial - Shopify product copy | 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 crawl; GA, GSC, Bing, Ahrefs | n/a | Live URL, pasted text, file, WordPress, Webflow, Grav |
| Baseline vs verification re-runs | Partial - task validation, re-scans | Partial - Actions "Impact" view | Yes - compares against the baseline |
| Recommendation status tracking | Yes - Kanban + assignees | 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 | Partial - GSC data on dashboard | No | Yes - protect, balanced or expand |
| Branded audit PDF | Beta - white-label reporting | No | Yes |

### CMS integration & publishing

| Feature | Visby AI | Peec AI | Hi, Moose |
| --- | --- | --- | --- |
| WordPress | No - roadmap, under review | 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 | Yes - product content only | Catalog import only | On roadmap |
| Surgical element-level edits to live page | Partial - Shopify products only | No | Yes |
| Preview before applying | Yes - Shopify pending review | No | Yes |
| Staging environment support | No | No | Yes - WordPress, with promote to production |
| One-click rollback | Not published | No | Yes - WordPress |
| Patch history per site | Not published | No | Yes - WordPress |
| Visual placement picker | No | No | Yes - pick the spot on the rendered page |
| Push Schema JSON-LD into page | No - recommends only | No | Yes - FAQPage schema |
| Publish approval gate | Yes - Shopify only | n/a - never publishes | Yes - always, including scheduled runs |

### Agentic capability

| Feature | Visby AI | Peec AI | Hi, Moose |
| --- | --- | --- | --- |
| Truly agentic (agent chooses its own steps) | No - two agentic items on roadmap | No | Yes - plans and executes against the live web |
| Fixed-workflow automation only | Yes - scheduled scans, auto tasks | 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 | Partial - scheduled scans only | No | Yes - with notify on completion |
| Approval gate before real-world actions | Yes - Shopify only | MCP writes only | Yes |
| Long-running deep work jobs | No | No | Yes |
| Scheduled agent jobs | No - scheduled refresh, not jobs | No | Yes - daily, weekdays, weekly, monthly |
| Agent produces saved artifacts | Partial - briefs and articles | No | Yes - briefs, drafts, FAQs, audits |
| Evidence capture | Partial - stores AI answers | No | Yes - screenshots and captured proof |
| Searchable job history | No | No | Yes |

### Chat & assistant

| Feature | Visby AI | Peec AI | Hi, Moose |
| --- | --- | --- | --- |
| Agentic chat with mid-answer tool calls | No - MCP for outside clients | Partial - in-app data agent + MCP | Yes |
| Model picker per conversation | No | No | Yes |
| LLM models available | n/a - no in-app chat | n/a | 27 hosted + 3 local; any model on BYOK |
| Chat memory across conversations | No | No | Yes - semantic search over past chats |
| Live web search | No | No | Yes |
| Fetch and read URLs | Partial - audits URL or sitemap | Cited source URLs only, via MCP | Yes |
| Semantic search over your own site | No | No | Yes - on-device index |
| Topic coverage check | Yes - gap analysis | 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 | No | Yes - plus 6 presets |
| Image generation | Not published | No | Yes |

### Content generation

| Feature | Visby AI | Peec AI | Hi, Moose |
| --- | --- | --- | --- |
| Research-backed briefs | Yes - from gaps + SERP analysis | No | Yes |
| Live SERP / PAA research | Yes - SERP analysis module | No - fanout queries only | Yes - plus related searches and AI search snapshots |
| Full draft generation | Yes - 2–25 articles/mo by tier | No | Yes |
| Brand voice grounding | Yes - brand book | No | Yes |
| Brand truth profile | Yes - brand book | Partial - Brand Profile | Yes |
| Internal linking placement | Yes - from sitemap | No | Yes |
| Featured image generation | Not published | No | Yes |
| FAQ generation with schema export | Partial - FAQ yes, schema not stated | 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 - Contents page, tags + status | No | Yes |
| Export formats | PDF, CSV | CSV | Markdown, HTML, DOCX, PDF, TXT |
| Revise artifacts in place | Yes - editor + optimization | No | Yes |
| Deploy directly to CMS | Partial - Shopify products only | No | Yes |

### Content repurposing / audio

| Feature | Visby AI | Peec AI | Hi, Moose |
| --- | --- | --- | --- |
| 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

| Feature | Visby AI | Peec AI | Hi, Moose |
| --- | --- | --- | --- |
| Automatic site discovery | Yes - sitemap detection | No | Yes |
| Scheduled full-site crawl | Partial - periodic re-scans | No - reads AI bot logs, not your site | Yes - weekly or on demand |
| Monitored page management | Partial - Pages tables, not managed | No | Yes |
| Batched change digests | Yes - weekly + monthly email | No | Yes |
| On-device semantic index | No | No | Yes |
| Page freshness tracking | Not published | No | Yes |

### Entity & knowledge graph

| Feature | Visby AI | Peec AI | Hi, Moose |
| --- | --- | --- | --- |
| Site-wide entity graph | No - brand book is a profile | 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

| Feature | Visby AI | Peec AI | Hi, Moose |
| --- | --- | --- | --- |
| Visibility-threshold triggers | No - notifications only | 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 | Partial - weekly brief emails | No | Yes - daily to monthly |
| Workflow reports | No | MCP slash-commands only | Yes - posted to the inbox |

### Alerts & inbox

| Feature | Visby AI | Peec AI | Hi, Moose |
| --- | --- | --- | --- |
| Unified project inbox | No | No | Yes |
| Native OS notifications | No | No | Yes - Windows and macOS |
| Customized notifications with severity thresholds | Not published | No | Yes - per project |
| Email digest | Yes - weekly + monthly | No - product newsletter only | Yes |

### Teams & workspaces

| Feature | Visby AI | Peec AI | Hi, Moose |
| --- | --- | --- | --- |
| Seats included | 1 / 3 / 10+ | 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 - pooled per team | Yes - shared prompt/credit pool | Yes |
| Per-member usage visibility | Not published | No | Yes |
| Multi-project workspaces | Yes - teams + projects | Yes | Yes |
| Projects included | 1 / 3 / 5+ domains | 1–5 brands; 3–25 agency | 1 free, 3–10 managed, 25–unlimited agency; +$10 each |
| Archive and restore projects | Partial - prompts archive, not projects | Prompts only | Yes |
| Per-project API keys | Not published | No - company-level, Enterprise | Yes - rotatable |
| SSO / SAML | Not published | Enterprise only | Roadmap |

### Agency & white-label

| Feature | Visby AI | Peec AI | Hi, Moose |
| --- | --- | --- | --- |
| White-label PDF reports | Beta since Mar 2026 | No | Yes - visibility report and audit |
| Custom logo, color and link | Partial - beta, theme control | No | Yes |
| White-label audio player | No | No | Yes - custom attribution text and link |
| Client-facing backlink | No | No | Yes |
| Dedicated agency tier | No | Yes - 4 tiers | Yes - four tiers |
| Client sub-accounts | Partial - projects, no client portal | Yes - client seats + pitch projects | No - clients are projects, no client logins |

### Integrations

| Feature | Visby AI | Peec AI | Hi, Moose |
| --- | --- | --- | --- |
| Google Search Console | Yes | No | Yes - OAuth, credentials stay on device |
| Google Analytics | Yes - GA4 | Yes - AI Referrals | Roadmap |
| MCP connector support | Yes - own MCP + Ahrefs MCP | Yes | Partial - Webflow connects over MCP |
| Public API | Not published | Enterprise only | No - project keys for own plugins only |
| Slack | No | No - community only | No |
| Zapier | No | No | No |
| Custom connection support | No - feature request form | Generic log webhook | Yes - request a connection, paid plans |

### Platform & support

| Feature | Visby AI | Peec AI | Hi, Moose |
| --- | --- | --- | --- |
| UI languages | 4 - EN, DE, ES, TR | 1 (English) | 6 |
| Troubleshooting and recovery tools | Partial - reconnect + crash screens | No | Yes |
| In-app help agent | No - docs + support tickets | Yes | Yes |
| Done-for-you service available | Yes - Enterprise audit + consult | No - partner agency directory | Yes |

### Team

| Feature | Visby AI | Peec AI | Hi, Moose |
| --- | --- | --- | --- |
| Founders have SEO backgrounds | Partial. Heavier performance marketing background. | 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

Visby AI and Peec AI both cover core AI-search tracking. Visby AI suits teams that want a browser-based tool and Shopify product-content workflows. Peec AI suits agencies that need client sub-accounts, unlimited seats, or an Enterprise API.

Hi, Moose fits teams that want to move from visibility data to approved page changes in one tool. It tracks 10 engines, including Google AI Mode, AI Overviews, Claude, Grok, Bing Copilot, DeepSeek, Meta AI, and Perplexity. It also supports on-demand checks, multiple daily runs, configurable samples, and no hard prompt limit.

The platform closes the track-to-fix loop. Hi, Moose audits pages across nine scored categories, captures AI Mode grounding queries, prepares element-level edits, checks them with a second model, and compares verification runs with the baseline. Its [WordPress](https://himoose.com/publishing/), Webflow, and Grav connections let teams preview and approve changes before publishing. WordPress users can also use staging, rollback, and patch history.

Cost and data control also favor Hi, Moose for many SMBs. Its free plan requires no card, five engines can run daily at no cost, and BYOK plans start at $39 per month through OpenRouter. The [desktop app](https://himoose.com/downloads/) stores data in a local database, supports local backups, and offers on-device AI models. Visby AI and Peec AI run as cloud SaaS products and do not offer BYOK.

Hi, Moose also gives agencies [white-label](https://himoose.com/for-agencies/) PDF reports, white-label [audio](https://himoose.com/listen/) players, agency tiers, and direct client-facing attribution links. Peec AI remains the stronger choice when client logins and unlimited seats matter most. Visby AI remains a practical choice for teams centered on its Shopify workflow. For most SEO teams that need broad tracking, evidence-based audits, controlled publishing, and lower-cost deployment options, Hi, Moose provides the more complete working setup.

## About Hi, Moose

Hi, Moose is a desktop AEO tool for small and mid sized businesses and the agencies that serve them. It tracks how a brand appears across AI answer engines, audits the pages behind those answers, writes the fix and publishes it to WordPress, Webflow or Grav. It runs a local AI model on the user's own machine, so prompts, answers and history stay on disk, and paid managed plans add cloud backup.

- Site: https://himoose.com/
- Pricing: https://himoose.com/pricing/
- All 190 comparisons: https://himoose.com/versus/

## Sources

- https://visby.ai
- https://peec.ai
- https://docs.peec.ai