AI visibility tools, head to head
ZipTie.dev vs Scrunch
Pricing, features and differences, researched August 2026.
ZipTie.dev and Scrunch both help teams measure how AI search tools represent their brand, competitors, and content. Buyers often compare them when they need to track visibility in platforms such as Google AI Overviews, ChatGPT, and Perplexity, then use those findings to improve content or site experiences. The main differences come down to intended customer, workflow depth, and how each product approaches optimization. ZipTie.dev focuses on SEO teams, agencies, and brands that want AI search monitoring alongside query suggestions, source and competitor analysis, and content guidance. Scrunch targets enterprise teams that need broader AI customer experience data, including AI referral traffic and its Agent Experience Platform, which can give AI agents an optimized version of a site without changing the human-facing site. Pricing, reporting needs, supported AI platforms, and the level of technical control your team needs can also shape the choice.
At a glance
ZipTie.dev
Pick it if three engines cover the surfaces you care about, because that is all it tracks.
- Entry price
- $69/mo
- Tracked prompts
- 500–2,000 checks/mo; 1 check = all 3 engines
- Free trial
- 14 days, 75 checks
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
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 | ZipTie.dev | Scrunch | Hi, Moose Our AEO tool |
|---|---|---|---|
| Pricing & cost model | |||
| Free plan available | No - 14-day trial | No - 7-day trial | 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 | $69/mo | $250/mo annual; $300 monthly | $39/mo BYOK; $79/mo AI included |
| Annual billing discount | Yes - 15% | Yes - 17% | Yes - BYOK 2 months free; managed plans ~10% |
| Pricing model | Monthly check allowance, 3 tiers | Per prompt + per 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 - separate check, summary, optimization caps | No - prompts, personas, audits, seats | Yes - AI credits, published rate card |
| In-app usage dashboard | Not published | Not published - CS contacts you at limits | Yes - % used, reset date, pace warning |
| Agency / reseller tier | No - custom plans on request | Yes - Agency Partner Program | Yes - $149 BYOK Agency; $449+ AI included |
| Affiliate program | Not published | Yes - up to 20% referral | Yes |
| Annual contract required | No | No - monthly at higher rate | No |
| Free trial length | 14 days, 75 checks | 7 days, no card | n/a - free plan, no expiry |
| Paid plans pricing range | $69–$159/mo + custom | $250–$500/mo + custom Enterprise | $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 anytime; post-cancel terms not published | CSV, XLSX, API while active | CSV, PDF, DOCX exports plus full local backup |
| SOC 2 certification | No - none published | SOC 2 Type II | Pending |
| ISO certification | No - none published | Not published | No |
| Local backup and restore | No | No - vendor-side only | Yes - export and import a backup file |
| Visibility & prompt tracking | |||
| Engines tracked | 3 | 9 | 10; 5 of them also collected locally |
| Real consumer-surface capture | Yes - browser capture with screenshots | Mixed - browser automation + platform APIs | Yes - 5 engines read from the device, no API |
| ChatGPT | Yes | Yes | Yes |
| Claude | No | Yes | Yes |
| Gemini | No | Yes | Yes |
| Google AI Mode | No | Yes | Yes |
| Google AI Overviews | Yes | Yes | Yes |
| Grok | No | Yes - newest addition | Yes |
| Bing Copilot | No | Yes | Yes |
| DeepSeek | No | No | Yes |
| Meta AI | No | Yes | Yes |
| Tracked prompts included | 500–2,000 checks/mo; 1 check = all 3 engines | 350 / 700 custom; +1,000 / 2,500 preset | No hard limit on any plan |
| Samples per prompt configurable | No | Not published | Yes |
| Run cadence options | Daily or weekly | Not published - reported ~3 days | Multiple times a day, weekly, monthly, and on-demand |
| On-demand run now | Yes - manual checks draw on allowance | Not published - reported available | Yes |
| Instant one-off check | No - no free public tool | No - free prompt generator only | Yes |
| Prompt manager | Yes | Yes - variants, tags, templates | Yes |
| Branded vs non-branded classification | Not published | Yes | Yes |
| Prompt categories and topics | Yes - automatic tagging | Yes - topics, personas, funnel stage | Yes |
| Per-prompt model selection | No - all 3 engines per check | Yes - variants per platform | Yes |
| Brand name variant support | Not published | Yes - sub-brands tracked separately | Yes - secondary brand terms |
| Brand multi-domain support | Partial - separate project per brand | Partial - one primary domain per brand | Yes - secondary owned domains |
| Suggested prompts from Google Search Console | Yes | No - via MCP + external GSC tool | Yes - real GSC questions |
| Suggested prompts from competitor gaps | Partial - competitor source lists | Yes | Yes |
| Perplexity | Yes | Yes | Yes |
| Scoring & analysis | |||
| Mention detection | Yes | Yes | Yes |
| Citation detection | Yes | Yes | Yes - domain and page level |
| Sentiment scoring | Yes - scored against query intent | Yes - positive, mixed, negative | Yes |
| Average position / rank | No | Yes - top, middle, bottom | Yes |
| Share of Voice | Partial - competitor leaderboards | Yes | Yes |
| Share of Mentions | Partial - mention leaders list | Yes | Yes |
| Share of Citations | Partial - citation leaders list | Yes | Yes |
| Narrative drift detection | No - sentiment trend only | Partial - sentiment over time | Yes - scored against a brand truth profile |
| Feature-parity / accuracy scoring | No | No | Yes |
| Untracked brand extraction | Yes - all detected brands in export | Partial - new-entity signals | Yes - with sentiment and average rank |
| Cited source categorization | Partial - social and directory sources called out | Yes - brand, competitor, third-party | 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 - content and source gaps | Yes - gaps and white space | Yes |
| ChatGPT fan-out capture | Not published | Not published | Yes |
| AI Mode grounding queries capture | No | Not published | Yes - the live grounding searches |
| Bing Index probe | No - Google indexing only | No | Yes |
| AI crawler access check | No | Yes - robots checks + bot logs | Yes - retrieval, live fetch and training |
| Reporting & exports | |||
| Executive dashboard | Yes | Yes - plus custom dashboards | Yes |
| AI-written narrative summary | Yes - 5–100/mo by plan | Yes - per detected change | Yes |
| Data export | Yes - CSV with full answer text | Yes - CSV, XLSX, PDF, API | Yes - CSV |
| Branded PDF report | No | No - unbranded snapshot | Yes |
| Scheduled email reports | Not published | Partial - alert digest, not a report | Yes - paid, per-user opt-in |
| Action log with export | No | Partial - alert reactions via API | Yes - CSV on paid managed plans |
| Historical data retention | Not published | 90 days 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 | Partial - deploys to bot copy, not live site | Yes |
| Page-level AEO audit | Partial - per-query content check | Yes | Yes |
| Scored categories | 5 | Not published - robots, rendering, schema, content | 9 |
| Retrieval-readiness scoring | No | Yes - retrievability + citability | Yes - deterministic dense retrieval |
| Evidence tiers on recommendations | No | Partial - impact rank + confidence tiers | Yes - proven, directional, best-practice |
| Element-level rewrite suggestions | Partial - gap answers, not element edits | Yes - chunk by chunk | Yes - element, character budget, before and after |
| Second-model QA pass | No | Not published | Yes - pass, revised or needs human review |
| Static crawler-view snapshot | No | Yes - bot view + visitor image | Yes - full-page screenshot, JavaScript off |
| Audit input sources | Pasted text only, not a URL | Live fetch + visibility + competitor data | Live URL, pasted text, file, WordPress, Webflow, Grav |
| Baseline vs verification re-runs | Partial - trends over time, no compare view | Partial - re-audit, no paired check | Yes - compares against the baseline |
| Recommendation status tracking | Not published | Yes - approve, deploy, dismiss | Yes - planned, staged, completed |
| Visibility data sets page priority | Yes - per-query score | Yes | Yes - defend, recover, convert, earn |
| Search Console sets page priority | Partial - GSC imports queries only | No | Yes - protect, balanced or expand |
| Branded audit PDF | No | No - unbranded PDF | Yes |
| CMS integration & publishing | |||
| WordPress | No | Bot-log integration 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 | No | On roadmap |
| Surgical element-level edits to live page | No | No - edits bot-only copy | Yes |
| Preview before applying | No | Yes - side-by-side diff | Yes |
| Staging environment support | No | Yes - stage without publishing | Yes - WordPress, with promote to production |
| One-click rollback | No | Not published - versions retained | Yes - WordPress |
| Patch history per site | No | Yes - version history per site | Yes - WordPress |
| Visual placement picker | No | No | Yes - pick the spot on the rendered page |
| Push Schema JSON-LD into page | No | Partial - into bot copy only | Yes - FAQPage schema |
| Publish approval gate | n/a - never publishes | Yes - or set to auto-approve | Yes - always, including scheduled runs |
| Agentic capability | |||
| Truly agentic (agent chooses its own steps) | No | Partial - diagnosis and charts only | Yes - plans and executes against the live web |
| Fixed-workflow automation only | No workflow builder either | Yes - audit, optimize, deploy pipeline | 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 - browser runs server-side, unseen | 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 | Yes - nightly sweeps, autopilot fixes | Yes - with notify on completion |
| Approval gate before real-world actions | n/a - takes no actions | Yes - bulk or per item | Yes |
| Long-running deep work jobs | No | Partial - batch page pipelines | Yes |
| Scheduled agent jobs | No - scheduled checks only | Partial - vendor cadence, not user-set | Yes - daily, weekdays, weekly, monthly |
| Agent produces saved artifacts | No | Yes - saved dashboards | Yes - briefs, drafts, FAQs, audits |
| Evidence capture | Yes - answer text and screenshots | Yes - raw responses + audit previews | Yes - screenshots and captured proof |
| Searchable job history | No | Partial - audit and deploy history | Yes |
| Chat & assistant | |||
| Agentic chat with mid-answer tool calls | No | Yes - in-app assistant + MCP | Yes |
| Model picker per conversation | No | No | Yes |
| LLM models available | n/a | Not published | 27 hosted + 3 local; any model on BYOK |
| Chat memory across conversations | No | Not published | Yes - semantic search over past chats |
| Live web search | No | No | Yes |
| Fetch and read URLs | Partial - reads a URL to suggest prompts | Partial - audit fetches only | Yes |
| Semantic search over your own site | No | No - sitemap index, not semantic | Yes - on-device index |
| Topic coverage check | Yes - content gap analysis | Yes | Yes - covered, partial or not covered |
| File attachments | No | No | Yes - txt, md, doc, docx, pdf, images |
| In-app screenshot capture | Partial - screenshots of AI answers | No - audit renders automatically | 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 - gap list per query | Partial - page recommendations, not briefs | Yes |
| Live SERP / PAA research | Partial - Google rankings compared to AI results | No | Yes - plus related searches and AI search snapshots |
| Full draft generation | No | No - rewrites existing pages only | Yes |
| Brand voice grounding | No | Partial - custom instructions per page | Yes |
| Brand truth profile | No | Yes - internal sources of truth | Yes |
| Internal linking placement | No | Not published | Yes |
| Featured image generation | No | No | Yes |
| FAQ generation with schema export | No | Partial - FAQ blocks in bot copy | Yes - HTML and JSON-LD |
| Key points extraction | No | Yes - structured summaries | Yes - pushable into the live pag |
| AI-tell removal pass | No - flags AI-written text, no rewrite | No | Yes - paid, toggleable |
| Artifact library | No | No | Yes |
| Export formats | CSV | Markdown, PDF, CSV, XLSX | Markdown, HTML, DOCX, PDF, TXT |
| Revise artifacts in place | No | Yes - interactive editor | Yes |
| Deploy directly to CMS | No | No - announced, not shipped | 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 - carried-over indexing module | Yes - sitemap crawl | Yes |
| Scheduled full-site crawl | Partial - index monitoring, not AEO | Yes - always-on, page cap by plan | Yes - weekly or on demand |
| Monitored page management | No | Yes - priority flags per page | Yes |
| Batched change digests | No | Partial - alert digest, not page diffs | Yes |
| On-device semantic index | No | No | Yes |
| Page freshness tracking | No - index status only | Partial - last-indexed timestamp | 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 | No | Partial - detects and notifies, no actions | Yes - mentions or citations, all or one topic |
| Pre-built recovery recipe | No | Yes - prioritized page action plan | Yes - detect, locate, audit, stage a fix |
| Conditional branching | No | No | Partial - branches on whether a matching page exists |
| Scheduled content cadence | No | Yes - weekly auto-approved fixes | Yes - daily to monthly |
| Workflow reports | No | Partial - pipeline status + webhooks | Yes - posted to the inbox |
| Alerts & inbox | |||
| Unified project inbox | No | Yes - alert feed with reactions | Yes |
| Native OS notifications | No | No - web only | Yes - Windows and macOS |
| Customized notifications with severity thresholds | Not published | Partial - frequency set, tiers automatic | Yes - per project |
| Email digest | Not published | Yes - real-time, daily or weekly | Yes |
| Teams & workspaces | |||
| Seats included | 1 | 3 / 5 / custom | Unlimited on paid managed; 10 BYOK Premium, 25 BYOK Agency |
| Cost per additional seat | Not published - no seat add-on offered | $25/mo, max 5 extra on entry | $0 on paid managed plans, +$7 per seat for BYOK plans |
| Shared allowance across team | n/a - single seat | Yes | Yes |
| Per-member usage visibility | n/a - single seat | Not published | Yes |
| Multi-project workspaces | Yes - separate projects per brand | Agency and Enterprise only | Yes |
| Projects included | Not published | 1 brand; multi on Agency/Enterprise | 1 free, 3–10 managed, 25–unlimited agency; +$10 each |
| Archive and restore projects | Not published | Partial - archive via API | Yes |
| Per-project API keys | No - no API | No - org-level, brand-scoped | Yes - rotatable |
| SSO / SAML | No | Enterprise; Google SSO all plans | Roadmap |
| Agency & white-label | |||
| White-label PDF reports | No | No | Yes - visibility report and audit |
| Custom logo, color and link | No | Not published | Yes |
| White-label audio player | No | No | Yes - custom attribution text and link |
| Client-facing backlink | No | No | Yes |
| Dedicated agency tier | No - custom plans on request | Yes - from $500/mo | Yes - four tiers |
| Client sub-accounts | No - 1 seat, separate projects | Yes - guest role per brand | No - clients are projects, no client logins |
| Integrations | |||
| Google Search Console | Yes - imports queries | No | Yes - OAuth, credentials stay on device |
| Google Analytics | No | Yes - GA4; Adobe via push API | Roadmap |
| MCP connector support | No | Yes - hosted server, 33 tools | Partial - Webflow connects over MCP |
| Public API | No | Enterprise only | No - project keys for own plugins only |
| Slack | No | No - Enterprise support channel only | No |
| Zapier | No | No | No |
| Custom connection support | No - CSV export only | Yes - webhooks + custom log ingestion | Yes - request a connection, paid plans |
| Platform & support | |||
| UI languages | 1 (English) | 1 (English); tracks any language | 6 |
| Troubleshooting and recovery tools | No | No - status page only | Yes |
| In-app help agent | No | Yes - assistant reads help docs | Yes |
| Done-for-you service available | Yes - consulting on request | Partial - CS and partner agencies | Yes |
| Team | |||
| Founders have SEO backgrounds | Yes. | No. Founders Chris Andrew and Robert MacCloy were previously CPO and CTO at Hearsay Systems, a financial-services social compliance platform. | Yes. Founder Sam Morris has 15+ years in SEO and software engineering. |
Which one to pick
ZipTie.dev fits teams that want a browser-based tool focused on ChatGPT, Google AI Overviews, and Perplexity. Its $69 monthly entry plan and 14-day trial may suit a small monitoring project. Scrunch fits larger teams that need SOC 2 Type II certification, GA4 data, a public API on Enterprise, or client sub-accounts.
Hi, Moose suits most SMBs and agencies that need to track, improve, verify, and publish work from one tool. It starts with a free-forever plan with no card required. Paid plans start at $39 per month with BYOK or $79 per month with AI included. Users can also run five engines daily without a cap through local runs, while ZipTie.dev and Scrunch do not offer free daily engine runs.
Hi, Moose tracks 10 engines, including Claude, Gemini, Google AI Mode, Grok, Bing Copilot, and DeepSeek. It also offers on-demand checks, configurable samples, flexible run schedules, and no hard prompt limit. Its local-first desktop app stores data on the device, supports three local model sizes, and lets users back up and restore their data.
The platform also closes a gap that both competitors only partly cover: putting approved changes onto the live site. Hi, Moose can audit a URL, stage element-level edits, compare verification runs against a baseline, and publish approved updates through WordPress, Webflow, or Grav. WordPress users can also use staging, rollback, patch history, and production approval gates.
For agencies, Hi, Moose adds branded PDF reports, white-label audio players, agency tiers, and managed-plan seats with no added seat cost. It does not offer client logins, browser access, or Scrunch’s enterprise compliance and API options. Buyers who need those features should weigh Scrunch carefully. For teams that want broad AI visibility tracking, local data control, content work, and approved publishing at a lower entry price, Hi, Moose provides 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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