AI visibility tools, head to head
Ahrefs Brand Radar vs BrandLight
Pricing, features and differences, researched August 2026.
Ahrefs Brand Radar and Brandlight both help teams track how AI search engines present their brands. Buyers often compare them when they need to measure AI visibility, find the sources behind brand mentions, and act on changes in AI-generated answers. The main differences come down to target customer, data coverage, reporting depth, and workflow. Ahrefs Brand Radar connects AI visibility data with Ahrefs’ SEO, YouTube, Reddit, and TikTok data. It tracks mentions, citations, impressions, and AI share of voice across a large set of search-backed prompts. Brandlight focuses on enterprise teams, including Fortune 500 brands, CMOs, and agencies. Its platform adds attribution, AI ads, and agentic commerce tools for teams that need to manage AI-driven discovery across larger marketing programs.
At a glance
Ahrefs Brand Radar
Pick it if you already pay for Ahrefs, since this is a $199 add-on on top of that plan and the entry tier tracks 5 to 20 prompts.
- Entry price
- $199/mo add-on, plan on top
- Tracked prompts
- 5–20 prompts; 150–600 checks/mo
- Free trial
- None
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Pick it if a demo-led purchase suits you, since the price, the prompt volume and the full engine list are all unpublished.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 | Ahrefs Brand Radar | BrandLight | Hi, Moose Our AEO tool |
|---|---|---|---|
| Pricing & cost model | |||
| Free plan available | Free account, no AI visibility | 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 | $199/mo add-on, plan on top | Not published - demo only | $39/mo BYOK; $79/mo AI included |
| Annual billing discount | Yes - 2 months free | Not published | Yes - BYOK 2 months free; managed plans ~10% |
| Pricing model | Per engine index + prompt checks | 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 | Partial - checks cover custom prompts only | No | Yes - AI credits, published rate card |
| In-app usage dashboard | Yes - limits and usage page | Not published | Yes - % used, reset date, pace warning |
| Agency / reseller tier | No - agency directory listing only | Partner program, not a tier | Yes - $149 BYOK Agency; $449+ AI included |
| Affiliate program | No - discontinued | No | Yes |
| Annual contract required | No - Enterprise annual only | Not published - enterprise terms | No |
| Free trial length | None | None - paid pilot reported | n/a - free plan, no expiry |
| Paid plans pricing range | $29–$1,499/mo + $199–$699 add-ons | Not published | $39–$1,999/mo |
| Deployment, privacy & data ownership | |||
| Native desktop app | No - browser extension only | 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 + API anytime | Not published | CSV, PDF, DOCX exports plus full local backup |
| SOC 2 certification | SOC 2 Type 2 | SOC 2 Type II | Pending |
| ISO certification | ISO 27001 (2022) | Not published - GDPR stated | No |
| Local backup and restore | No | No | Yes - export and import a backup file |
| Visibility & prompt tracking | |||
| Engines tracked | 8 listed; 6 collecting | 6 named; full list not published | 10; 5 of them also collected locally |
| Real consumer-surface capture | Yes - free web UI, no login | Not published | Yes - 5 engines read from the device, no API |
| ChatGPT | Yes - $199/mo index | Yes | Yes |
| Claude | Custom prompts only, 8 checks each | Yes | Yes |
| Gemini | Yes - $199/mo index | Yes | Yes |
| Google AI Mode | Yes - $199/mo index | Not published | Yes |
| Google AI Overviews | Yes - $199/mo index | Yes | Yes |
| Grok | Listed, collection paused | Yes | Yes |
| Bing Copilot | Yes - $199/mo index | Yes | Yes |
| DeepSeek | No | No | Yes |
| Meta AI | No | No | Yes |
| Tracked prompts included | 5–20 prompts; 150–600 checks/mo | Not published - custom | No hard limit on any plan |
| Samples per prompt configurable | No | Not published | Yes |
| Run cadence options | Daily, weekly or monthly | Not published | Multiple times a day, weekly, monthly, and on-demand |
| On-demand run now | Not published | Not published | Yes |
| Instant one-off check | Yes - search the stored index | No | Yes |
| Prompt manager | Yes - add, tag, delete | Yes - vendor-assisted setup | Yes |
| Branded vs non-branded classification | Not published | Yes | Yes |
| Prompt categories and topics | Yes - tags + topic clusters | Yes - topics, personas, regions | Yes |
| Per-prompt model selection | Yes - engines set per prompt | Not published | Yes |
| Brand name variant support | Yes - multiple names per brand | Yes - brands and sub-brands | Yes - secondary brand terms |
| Brand multi-domain support | Yes - uncapped | Yes - uncapped | Yes - secondary owned domains |
| Suggested prompts from Google Search Console | No | No | Yes - real GSC questions |
| Suggested prompts from competitor gaps | Partial - AI generator from brand focus areas | Partial - topic suggestions | Yes |
| Perplexity | Yes - $199/mo index | Yes | Yes |
| Scoring & analysis | |||
| Mention detection | Yes - string match | Yes | Yes |
| Citation detection | Yes - cited vs found-not-cited | Yes - domain and page level | Yes - domain and page level |
| Sentiment scoring | No | Yes | Yes |
| Average position / rank | No | Yes | Yes |
| Share of Voice | Yes - impression-weighted | Yes | Yes |
| Share of Mentions | Partial - mention counts per brand | Yes - 0–100 visibility score | Yes |
| Share of Citations | Partial - citation counts per domain | Partial - source influence share | Yes |
| Narrative drift detection | No | 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 | Partial - auto-suggests rivals at setup | Partial - competitor ranking tables | Yes - with sentiment and average rank |
| Cited source categorization | Partial - by domain and page, not typed | Yes - media, social, review, partner | Yes - 8 source types |
| Topic-level breakdown | Yes | Yes | Yes |
| Engine-level breakdown | Yes | Yes | Yes |
| Competitor tracking | Yes - any brand, no setup wait | Yes | Yes - or promote any brand seen in results |
| Competitors included | Uncapped | Not published | 15 |
| Visibility gap analysis | Yes - topic and citation gaps | Yes - category coverage map | Yes |
| ChatGPT fan-out capture | Yes - ChatGPT and Perplexity | Not published | Yes |
| AI Mode grounding queries capture | No | No | Yes - the live grounding searches |
| Bing Index probe | No | No | Yes |
| AI crawler access check | Partial - bot traffic logs, no robots check | 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 | No | Partial - priority insight cards | Yes |
| Data export | Yes - CSV, API, Looker Studio | Not published | Yes - CSV |
| Branded PDF report | No - Ahrefs branding, stated policy | No | Yes |
| Scheduled email reports | Partial - report scheduling, $249+ | Not published | Yes - paid, per-user opt-in |
| Action log with export | No - audit log on Enterprise | No | Yes - CSV on paid managed plans |
| Historical data retention | AI answers from 2025; 6–60 mo by plan | 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 | No - measurement only | No - no fix or deploy step | Yes |
| Page-level AEO audit | No - technical SEO audit only | No - site-level health score | Yes |
| Scored categories | 0 for AI readiness | 0 per page; 4 site-level issue types | 9 |
| Retrieval-readiness scoring | No | No | Yes - deterministic dense retrieval |
| Evidence tiers on recommendations | No - no recommendations | No - priority ranking only | Yes - proven, directional, best-practice |
| Element-level rewrite suggestions | No | 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 | n/a - no AI page audit | Site crawl and server logs | Live URL, pasted text, file, WordPress, Webflow, Grav |
| Baseline vs verification re-runs | Partial - crawl compare, not AI | Partial - issues-over-time chart | Yes - compares against the baseline |
| Recommendation status tracking | No | Not published | Yes - planned, staged, completed |
| Visibility data sets page priority | Partial - cited pages report | Yes | Yes - defend, recover, convert, earn |
| Search Console sets page priority | Partial - GSC data in platform | No | Yes - protect, balanced or expand |
| Branded audit PDF | n/a - no AI page audit | n/a - no AI page audit | Yes |
| CMS integration & publishing | |||
| WordPress | Plugin for audits, no publishing | 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 - separate product, $99+/mo | 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 | 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 - separate product | 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 prompt checks only | No | Yes - daily, weekdays, weekly, monthly |
| Agent produces saved artifacts | No | No | Yes - briefs, drafts, FAQs, audits |
| Evidence capture | Partial - raw AI answers stored | Partial - stored AI answers | Yes - screenshots and captured proof |
| Searchable job history | No - saved reports only | No | Yes |
| Chat & assistant | |||
| Agentic chat with mid-answer tool calls | No - data exposed to outside assistants via MCP | 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 - import a URL in the editor | Partial - crawls your own domains | Yes |
| Semantic search over your own site | No | No | Yes - on-device index |
| Topic coverage check | Partial - topic score vs top pages | 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 | No | 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 - topics and headings from top pages | Partial - topic and structure guidance | Yes |
| Live SERP / PAA research | Yes - separate $99/mo add-on | No | Yes - plus related searches and AI search snapshots |
| Full draft generation | No - assisted editor, 1 doc/mo free | Not published - direction, not drafts | Yes |
| Brand voice grounding | Yes - brand kits | No | Yes |
| Brand truth profile | No - brand names and domains only | Partial - brand facts and bias score | Yes |
| Internal linking placement | No - listed as coming soon | 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 | Separate free tool, not in product | No | Yes - paid, toggleable |
| Artifact library | Partial - saved documents | No | Yes |
| Export formats | CSV, PDF; API, Looker | Not published | Markdown, HTML, DOCX, PDF, TXT |
| Revise artifacts in place | Yes - editor + version history | 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 | Yes - own crawler + sitemap | Yes - multi-domain | Yes |
| Scheduled full-site crawl | Yes - 100k–5M pages/mo by plan | Yes - plus AI bot logs | Yes - weekly or on demand |
| Monitored page management | Yes | Partial - domain level | Yes |
| Batched change digests | Partial - crawl comparison + email alerts | No | Yes |
| On-device semantic index | No | No | Yes |
| Page freshness tracking | Partial - page and content change data | 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 | No | Partial - priority labels only | Yes - per project |
| Email digest | Partial - web mentions and rankings, not AI | Not published | Yes |
| Teams & workspaces | |||
| Seats included | 1 | Not published | Unlimited on paid managed; 10 BYOK Premium, 25 BYOK Agency |
| Cost per additional seat | $40–$80/mo | Not published | $0 on paid managed plans, +$7 per seat for BYOK plans |
| Shared allowance across team | Yes - shared checks and credits | n/a - no metered allowance | Yes |
| Per-member usage visibility | Partial - per-user credit usage | Not published | Yes |
| Multi-project workspaces | Yes | Yes - brands and regions | Yes |
| Projects included | 5 / 20 / 50 / 100 | 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 - account-level | Not published | Yes - rotatable |
| SSO / SAML | Enterprise only | Not published | Roadmap |
| Agency & white-label | |||
| White-label PDF reports | No - stated policy | 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 | No - co-sell partner program | Yes - four tiers |
| Client sub-accounts | No - projects and seats only | Partial - multi-brand workspaces | No - clients are projects, no client logins |
| Integrations | |||
| Google Search Console | Yes | Not published | Yes - OAuth, credentials stay on device |
| Google Analytics | Partial - GA4 import into their analytics | Not published | Roadmap |
| MCP connector support | Yes - hosted server, $129+ | No | Partial - Webflow connects over MCP |
| Public API | Yes - $129+, unit-metered | Not published | No - project keys for own plugins only |
| Slack | No | No | No |
| Zapier | No | No | No |
| Custom connection support | Yes - API and data connector | Partial - server log ingestion | Yes - request a connection, paid plans |
| Platform & support | |||
| UI languages | 12 | 1 (English); tracks many | 6 |
| Troubleshooting and recovery tools | No | No | Yes |
| In-app help agent | Partial - live chat with support | No | Yes |
| Done-for-you service available | No - partner agency directory | 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
Ahrefs Brand Radar suits teams that want AI visibility data alongside a wider Ahrefs stack. It also offers a public API, ISO 27001 and SOC 2 Type 2 certifications, and an index-based view of search-backed prompts. BrandLight suits enterprise teams that need custom contracts, multi-brand workspaces, and an assigned AI strategist.
Hi, Moose fits small businesses and agencies that need to track AI visibility, then act on what they find. The free plan requires no card, and Hi, Moose supports unlimited local daily runs across five engines. Paid plans start at $39 per month with an OpenRouter key, while managed AI plans start at $79 per month. Teams can also see AI credit use, reset dates, and pace warnings inside the app.
Hi, Moose covers the work that follows measurement. It tracks 10 engines, captures Google AI Mode grounding queries, scores page-level AEO readiness across nine categories, and compares verification runs against a baseline. The software can then prepare element-level changes, route them through approval, and publish approved edits to WordPress, Webflow, or Grav. Ahrefs Brand Radar and BrandLight track visibility, but neither offers the same track-to-fix-to-verify-to-deploy loop.
The desktop app also keeps project data in a local database, supports on-device AI models, and lets users export or restore a full local backup. Agencies can use white-label PDFs, branded audio players, agency tiers, and included seats on paid managed plans. For teams that need enterprise compliance or a broad SEO data platform, Ahrefs may remain the stronger choice. For teams that want clear AI visibility data, practical AEO work, and predictable costs, Hi, Moose offers a fuller day-to-day workflow.
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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