AI visibility tools, head to head
ZipTie.dev vs BrandLight
Pricing, features and differences, researched August 2026.
ZipTie.dev and BrandLight both help teams measure how AI search tools present their brands. Buyers may compare them when they need visibility data from Google AI Overviews, ChatGPT, and Perplexity, along with ways to understand the queries and sources that affect those results. The main differences come down to target customer, platform scope, and workflow. ZipTie.dev focuses on SEO teams, agencies, and brands that want AI search monitoring alongside query suggestions, competitor and source analysis, and content optimization guidance. BrandLight serves Fortune 500 brands, CMOs, and larger agencies that also need attribution, AI ads, and agentic commerce tools. Price, team size, reporting needs, and the actions each platform supports will 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
BrandLight
Pick it if a demo-led purchase suits you, since the price, the prompt volume and the full engine list are all unpublished.
- Entry price
- Not published - demo only
- Tracked prompts
- Not published - custom
- Free trial
- None - paid pilot reported
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 | BrandLight | Hi, Moose Our AEO tool |
|---|---|---|---|
| Pricing & cost model | |||
| Free plan available | No - 14-day trial | 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 | $69/mo | Not published - demo only | $39/mo BYOK; $79/mo AI included |
| Annual billing discount | Yes - 15% | Not published | Yes - BYOK 2 months free; managed plans ~10% |
| Pricing model | Monthly check allowance, 3 tiers | Custom contract, per module | 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 | Yes - AI credits, published rate card |
| In-app usage dashboard | Not published | Not published | Yes - % used, reset date, pace warning |
| Agency / reseller tier | No - custom plans on request | Partner program, not a tier | Yes - $149 BYOK Agency; $449+ AI included |
| Affiliate program | Not published | No | Yes |
| Annual contract required | No | Not published - enterprise terms | No |
| Free trial length | 14 days, 75 checks | None - paid pilot reported | n/a - free plan, no expiry |
| Paid plans pricing range | $69–$159/mo + custom | Not published | $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 | Not published | 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 - GDPR stated | No |
| Local backup and restore | No | No | Yes - export and import a backup file |
| Visibility & prompt tracking | |||
| Engines tracked | 3 | 6 named; full list not published | 10; 5 of them also collected locally |
| Real consumer-surface capture | Yes - browser capture with screenshots | Not published | 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 | Not published | Yes |
| Google AI Overviews | Yes | Yes | Yes |
| Grok | No | Yes | Yes |
| Bing Copilot | No | Yes | Yes |
| DeepSeek | No | No | Yes |
| Meta AI | No | No | Yes |
| Tracked prompts included | 500–2,000 checks/mo; 1 check = all 3 engines | Not published - custom | No hard limit on any plan |
| Samples per prompt configurable | No | Not published | Yes |
| Run cadence options | Daily or weekly | Not published | Multiple times a day, weekly, monthly, and on-demand |
| On-demand run now | Yes - manual checks draw on allowance | Not published | Yes |
| Instant one-off check | No - no free public tool | No | Yes |
| Prompt manager | Yes | Yes - vendor-assisted setup | Yes |
| Branded vs non-branded classification | Not published | Yes | Yes |
| Prompt categories and topics | Yes - automatic tagging | Yes - topics, personas, regions | Yes |
| Per-prompt model selection | No - all 3 engines per check | Not published | Yes |
| Brand name variant support | Not published | Yes - brands and sub-brands | Yes - secondary brand terms |
| Brand multi-domain support | Partial - separate project per brand | Yes - uncapped | Yes - secondary owned domains |
| Suggested prompts from Google Search Console | Yes | No | Yes - real GSC questions |
| Suggested prompts from competitor gaps | Partial - competitor source lists | Partial - topic suggestions | Yes |
| Perplexity | Yes | Yes | Yes |
| Scoring & analysis | |||
| Mention detection | Yes | Yes | Yes |
| Citation detection | Yes | Yes - domain and page level | Yes - domain and page level |
| Sentiment scoring | Yes - scored against query intent | Yes | Yes |
| Average position / rank | No | Yes | Yes |
| Share of Voice | Partial - competitor leaderboards | Yes | Yes |
| Share of Mentions | Partial - mention leaders list | Yes - 0–100 visibility score | Yes |
| Share of Citations | Partial - citation leaders list | Partial - source influence share | Yes |
| Narrative drift detection | No - sentiment trend only | Partial - sentiment and bias score | Yes - scored against a brand truth profile |
| Feature-parity / accuracy scoring | No | No - no ground-truth check | Yes |
| Untracked brand extraction | Yes - all detected brands in export | Partial - competitor ranking tables | Yes - with sentiment and average rank |
| Cited source categorization | Partial - social and directory sources called out | Yes - media, social, review, partner | 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 - category coverage map | Yes |
| ChatGPT fan-out capture | Not published | Not published | Yes |
| AI Mode grounding queries capture | No | No | Yes - the live grounding searches |
| Bing Index probe | No - Google indexing only | No | Yes |
| AI crawler access check | No | Yes - robots plus server logs | Yes - retrieval, live fetch and training |
| Reporting & exports | |||
| Executive dashboard | Yes | Yes - cross-brand and region | Yes |
| AI-written narrative summary | Yes - 5–100/mo by plan | Partial - priority insight cards | Yes |
| Data export | Yes - CSV with full answer text | Not published | Yes - CSV |
| Branded PDF report | No | No | Yes |
| Scheduled email reports | Not published | Not published | Yes - paid, per-user opt-in |
| Action log with export | No | 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 - no deploy step | No - no fix or deploy step | Yes |
| Page-level AEO audit | Partial - per-query content check | No - site-level health score | Yes |
| Scored categories | 5 | 0 per page; 4 site-level issue types | 9 |
| Retrieval-readiness scoring | No | No | Yes - deterministic dense retrieval |
| Evidence tiers on recommendations | No | No - priority ranking only | Yes - proven, directional, best-practice |
| Element-level rewrite suggestions | Partial - gap answers, not element edits | No - structure and tone scoring | 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 | Pasted text only, not a URL | Site crawl and server logs | Live URL, pasted text, file, WordPress, Webflow, Grav |
| Baseline vs verification re-runs | Partial - trends over time, no compare view | Partial - issues-over-time chart | Yes - compares against the baseline |
| Recommendation status tracking | Not published | Not published | 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 | n/a - no AI page audit | Yes |
| CMS integration & publishing | |||
| WordPress | No | No | 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 - retailer listings read 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 | No | Yes - FAQPage schema |
| Publish approval gate | n/a - never publishes | n/a - never publishes | Yes - always, including scheduled runs |
| Agentic capability | |||
| Truly agentic (agent chooses its own steps) | No | No | Yes - plans and executes against the live web |
| Fixed-workflow automation only | No workflow builder either | No workflow builder 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 - 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 | No | Yes - with notify on completion |
| Approval gate before real-world actions | n/a - takes no actions | n/a - takes no actions | Yes |
| Long-running deep work jobs | No | No | Yes |
| Scheduled agent jobs | No - scheduled checks only | No | Yes - daily, weekdays, weekly, monthly |
| Agent produces saved artifacts | No | No | Yes - briefs, drafts, FAQs, audits |
| Evidence capture | Yes - answer text and screenshots | Partial - stored AI answers | Yes - screenshots and captured proof |
| Searchable job history | No | No | Yes |
| Chat & assistant | |||
| Agentic chat with mid-answer tool calls | No | No | Yes |
| Model picker per conversation | No | No | Yes |
| LLM models available | n/a | 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 - reads a URL to suggest prompts | Partial - crawls your own domains | Yes |
| Semantic search over your own site | No | No | Yes - on-device index |
| Topic coverage check | Yes - content gap analysis | Partial - category coverage map | 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 | 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 - topic and structure guidance | 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 | Not published - direction, not drafts | Yes |
| Brand voice grounding | No | No | Yes |
| Brand truth profile | No | Partial - brand facts and bias score | Yes |
| Internal linking placement | No | No | Yes |
| Featured image generation | No | No | Yes |
| FAQ generation with schema export | No | No | Yes - HTML and JSON-LD |
| Key points extraction | No | No | 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 | Not published | Markdown, HTML, DOCX, PDF, TXT |
| Revise artifacts in place | No | No | Yes |
| Deploy directly to CMS | No | 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 - carried-over indexing module | Yes - multi-domain | Yes |
| Scheduled full-site crawl | Partial - index monitoring, not AEO | Yes - plus AI bot logs | Yes - weekly or on demand |
| Monitored page management | No | Partial - domain level | Yes |
| Batched change digests | No | No | Yes |
| On-device semantic index | No | No | Yes |
| Page freshness tracking | No - index status only | Partial - crawl frequency | 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 | Not published | 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 | No | No | Yes - daily to monthly |
| Workflow reports | No | No | Yes - posted to the inbox |
| Alerts & inbox | |||
| Unified project inbox | No | Partial - recommendations panel | Yes |
| Native OS notifications | No | No | Yes - Windows and macOS |
| Customized notifications with severity thresholds | Not published | Partial - priority labels only | Yes - per project |
| Email digest | Not published | Not published | Yes |
| Teams & workspaces | |||
| Seats included | 1 | Not published | Unlimited on paid managed; 10 BYOK Premium, 25 BYOK Agency |
| Cost per additional seat | Not published - no seat add-on offered | Not published | $0 on paid managed plans, +$7 per seat for BYOK plans |
| Shared allowance across team | n/a - single seat | n/a - no metered allowance | Yes |
| Per-member usage visibility | n/a - single seat | Not published | Yes |
| Multi-project workspaces | Yes - separate projects per brand | Yes - brands and regions | Yes |
| Projects included | Not published | Custom | 1 free, 3–10 managed, 25–unlimited agency; +$10 each |
| Archive and restore projects | Not published | Not published | Yes |
| Per-project API keys | No - no API | Not published | Yes - rotatable |
| SSO / SAML | No | Not published | Roadmap |
| Agency & white-label | |||
| White-label PDF reports | No | No | Yes - visibility report and audit |
| Custom logo, color and link | No | No | 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 | No - co-sell partner program | Yes - four tiers |
| Client sub-accounts | No - 1 seat, separate projects | Partial - multi-brand workspaces | No - clients are projects, no client logins |
| Integrations | |||
| Google Search Console | Yes - imports queries | Not published | Yes - OAuth, credentials stay on device |
| Google Analytics | No | Not published | Roadmap |
| MCP connector support | No | No | Partial - Webflow connects over MCP |
| Public API | No | Not published | No - project keys for own plugins only |
| Slack | No | No | No |
| Zapier | No | No | No |
| Custom connection support | No - CSV export only | Partial - server log ingestion | Yes - request a connection, paid plans |
| Platform & support | |||
| UI languages | 1 (English) | 1 (English); tracks many | 6 |
| Troubleshooting and recovery tools | No | No | Yes |
| In-app help agent | No | No | Yes |
| Done-for-you service available | Yes - consulting on request | Yes - assigned AI strategist | Yes |
| Team | |||
| Founders have SEO backgrounds | Yes. | No. Founder Imri Marcus, is a serial entrepreneur with prior exits in media and AI. | Yes. Founder Sam Morris has 15+ years in SEO and software engineering. |
Which one to pick
ZipTie.dev suits teams that want a browser-based way to track visibility in ChatGPT, Google AI Overviews, and Perplexity. Its 14-day trial and consumer-surface screenshots may help teams test a focused monitoring workflow. BrandLight fits large organizations that need an enterprise platform, SOC 2 Type II certification, and support for multi-brand visibility work. Its pricing requires a demo, so smaller teams may need to confirm the cost and contract terms first.
Hi, Moose fits teams that need to move from AI visibility tracking to page-level work and publishing. It tracks 10 engines, including Claude, Gemini, Google AI Mode, Grok, Bing Copilot, DeepSeek, and Meta AI. It also captures five consumer-facing engines locally from the device. Teams can run local visibility checks without a daily cap, choose models by prompt, and schedule checks from multiple times per day to monthly.
Hi, Moose also covers work that the other two platforms do not publish to a CMS. It audits live URLs across nine scored categories, checks retrieval readiness, provides element-level edits with before-and-after text, and compares verification runs against a baseline. WordPress, Webflow, and Grav users can review edits before applying them. WordPress users can stage changes, promote them to production, and roll them back.
Cost and data control may matter most for SMBs and agencies. Hi, Moose offers a free-forever plan without a card, paid plans from $39 per month with an OpenRouter key, and an option to run with $0 AI cost to the vendor. Its desktop app stores data in a local database, supports local backups, and offers CSV, PDF, DOCX, and other exports. It does not offer browser access, and its SOC 2 certification remains pending. For buyers who can work in a Windows or macOS app, Hi, Moose offers the broadest path from tracking a visibility issue to preparing, approving, and verifying a fix.
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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