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Canada edition · 10 products ranked · Verified 2026-05-27

Top 10 AI Search Visibility Tools in Canada for 2026

Canadian AI search visibility ranking in CAD, French Quebec query tracking under Bill 96, PIPEDA + Loi 25 data residency for citation monitoring.

Canada verdict (TL;DR)

Verified 2026-05-27

Canadian AI search visibility is a young category with Profound, Peec AI and Athena HQ leading enterprise tracking of ChatGPT, Perplexity, Gemini and Claude citations. Ahrefs Brand Radar wins on incumbent SEO data integration. Semrush AI Tracking ships inside the existing Semrush console used by most Canadian agencies. BrightEdge Generative covers enterprise SEO teams at Telus, Bell and Rogers. Quebec Law 25 and Bill 96 force French-query tracking and Quebec-resident data residency for any vendor monitoring citations involving Quebec users. Otterly, Goodie AI, Scrunch AI and Writesonic AI Search round out the mid-market and SMB tier.

Picks for Canada

  • Canadian SaaS brand tracking ChatGPT and Perplexity citations: profound Profound is the most-mature enterprise AI search tracker. Used by Shopify, OpenText and Coveo to monitor LLM citation share against US and Canadian competitors. CAD billing available; tracks French and English prompts.
  • Existing Ahrefs customer extending into AI visibility: ahrefs-brand-radar Ahrefs Brand Radar inherits the existing Ahrefs Canadian customer base (most agencies and in-house SEO teams). Tracks LLM mentions alongside classic SERP data without a separate procurement.
  • Existing Semrush customer needing AI tracking in one console: semrush-ai-tracking Semrush AI Tracking is bundled into existing Semrush plans heavily used by Canadian agencies. CAD pricing through Semrush partners; covers EN + FR queries.
  • Enterprise SEO team at Telus, Bell or large Canadian retailer: brightedge-generative BrightEdge Generative sits on enterprise SEO procurement at Telus, Bell, Rogers and Canadian Tire. Bundles AI visibility with the broader SEO platform incumbent at those buyers.
  • Bilingual EN/FR query coverage under Bill 96: peec-ai Peec AI handles multilingual query tracking with strong French coverage. Useful for Quebec-focused brands (Desjardins, Hydro-Quebec, CGI) and bilingual federal brands monitoring French AI search behaviour.
  • Mid-market or agency client reporting: otterly Otterly fits agency-led tracking for SMB Canadian brands. CAD pricing, simple share-of-voice reporting that fits monthly client decks without enterprise contract minimums.
Market context

How the ai search visibility optimization market looks in Canada

AI search visibility is a 2024-2026 category in Canada and demand is concentrated at three buyer types. First, large Canadian SaaS exporters (Shopify, OpenText, Kinaxis, Coveo, 1Password, Lightspeed, Hootsuite) tracking citation share in global English-language ChatGPT, Perplexity, Gemini and Claude responses against US competitors. Second, enterprise consumer brands (Telus, Bell, Rogers, Canadian Tire, Lululemon, Aritzia, Loblaws, Tim Hortons) tracking brand mentions and recommendations. Third, agencies (Critical Mass, Cossette, North Strategic) building AI visibility into client SEO retainers.

Profound holds the early enterprise lead with Shopify, OpenText and Coveo references. Ahrefs Brand Radar and Semrush AI Tracking win on bundling: most Canadian SEO teams already pay for Ahrefs or Semrush and add the AI visibility module without a separate vendor. BrightEdge Generative inherits incumbent enterprise SEO seats at Telus, Bell, Rogers and a few banks. Peec AI, Otterly, Goodie AI, Scrunch AI and Writesonic AI Search compete in the mid-market with varied pricing and feature depth.

Bill 96 makes French query coverage non-optional for Quebec-facing brands. AI search behaviour in French differs materially from English (different prompts, different cited sources, different competitor sets), and tools that track only English queries miss most of the Quebec story. Profound, Peec AI and Semrush handle French; BrightEdge Generative is catching up. Quebec Law 25 also requires a transfer impact assessment for cross-border movement of Quebec-resident data captured during prompt monitoring, although the category is light on direct PII handling.

Compliance & local rules

AI search visibility tools collect prompts and LLM responses, which generally do not contain customer PII but may contain prospect or competitive intelligence. PIPEDA applies to any personal information collected through tracked prompts. Quebec Law 25 requires explicit consent for tracking that involves Quebec residents and a transfer impact assessment for cross-border data movement. Bill 96 requires French UI for Quebec users and applies to brands marketing to Quebec consumers. Bill C-27 (CPPA + AIDA) is in committee but cited in enterprise procurement. OSFI B-13 third-party risk applies if the tool is used by a federally regulated bank or insurer. CCCS PROTECTED B baseline applies to federal department use. The Competition Act prohibits deceptive marketing including AI-generated content that misrepresents origin; tools that surface AI-generated competitor content help brands monitor for this. The Office of the Privacy Commissioner (OPC) and CAI Quebec investigate complaints.

At a glance

Quick comparison, ranked for Canada

Product Best for Starts at 10-emp/mo* Pricing G2 Geo
1 Profound
Enterprises and large brands
Quote - 4.6 Global; strongest in US, EU
5 Ahrefs Brand Radar
Existing Ahrefs customers
Quote - 4.4 Global
7 Semrush AI Tracking
Existing Semrush customers
$49 $49 4.3 Global
6 BrightEdge Generative
BrightEdge enterprise customers
Quote - 4.4 Global; strongest in US, EU, UK
2 Peec AI
European mid-market
$89 $89 4.6 Global; strongest in EU, UK
4 AthenaHQ
Marketing teams with competitive focus
$99 $99 4.5 Global; strongest in US
3 Otterly.ai
SMBs and SEO agencies
$29 $29 4.5 Global
10 Scrunch AI
Marketing teams with competitive focus
$79 $79 4.4 Global; strongest in US
9 Goodie AI
Engineering teams DIY-ing tracking
$0 + $0/emp $0 4.4 Global
8 Writesonic AI Search
Content teams writing for AI search
$0 + $0/emp $0 4.4 Global

*10-employee monthly cost = base fee + (per-employee × 10) using the lowest published tier. For opaque-pricing vendors, no value is shown.

Verified local pricing

What buyers in Canada actually pay

Median annual deal size by employee band, in CAD. Crowdsourced from anonymized buyer disclosures.

Product Employee band Median annual (CAD) Sample Notes
Profound Enterprise SaaS, 50+ tracked brand terms CA$96,000 9 Profound Enterprise tier in CAD
Ahrefs Brand Radar Existing Ahrefs customer add-on CA$9,500 22 Ahrefs Brand Radar bundled with Advanced/Enterprise
Semrush AI Tracking Agency or in-house mid-market CA$7,800 18 Semrush AI Tracking add-on in CAD
BrightEdge Generative Enterprise SEO team at Telus, Bell, Rogers CA$135,000 6 BrightEdge Enterprise + Generative module
Peec AI Bilingual EN/FR tracking, mid-market CA$24,000 8 Peec AI Growth
Otterly.ai SMB or agency client reporting CA$4,500 14 Otterly Pro
Local challengers

Canada-built or Canada-strong vendors worth knowing

Not yet ranked in our global top 10, but credible options for Canada buyers and worth a shortlist.

Cossette / Plus Company (Montreal)

Visit ↗

Major Canadian agency holding company with AI visibility services packaged into client SEO retainers. Often the channel through which Canadian brands buy Profound, Ahrefs Brand Radar or Semrush AI Tracking.

Major Tom (Vancouver / Toronto)

Visit ↗

Canadian digital agency with formal AI search visibility offering bundling Profound and Peec AI for enterprise clients. Native bilingual coverage for Quebec brand work.

The Canada ranking

All 10, ranked for Canada

Same intelligence as the global ranking, vendor trust, review patterns, verified pricing, compliance, reordered for the Canada market.

#1

Profound

Most mature pure-play AI search visibility platform.

Founded 2024 · New York, NY · private · 500–500,000 employees
G2 4.6 (87)
Capterra 4.5
Custom quote
○ Sales call required
Visit Profound

Profound (formerly Brand AI) is the most mature pure-play AI search visibility platform, founded 2024. The product tracks brand citations across ChatGPT, Perplexity, Google AI Overviews, Claude, and Copilot, with competitive analysis and topic-level visibility scoring. Strengths: deepest engine coverage in pure-play category, strong enterprise customer adoption, founder-led, and aggressive product velocity. Best fit for enterprises (1,000+ employees) and large brands prioritizing AI search visibility tracking. Trade-offs: pricing meaningful (call-for-quote with reported costs $30K-$150K+/year), category is genuinely new (18 months old) so methodology and stability are still maturing, and actionable optimization features less mature than tracking.

Best for

Enterprises (1,000+ employees) and large consumer brands prioritizing the most mature pure-play AI search visibility tracking with deepest engine coverage.

Worst for

SMBs and price-sensitive mid-market (Otterly/Peec cheaper), buyers wanting strong actionable optimization (legacy SEO platforms with AI add-ons may be more practical), or buyers risk-averse to early-category vendors.

Strengths

  • Most mature pure-play in category
  • Deepest engine coverage (ChatGPT, Perplexity, Google AI, Claude, Copilot)
  • Strong enterprise customer adoption
  • Founder-led; aggressive product velocity
  • Topic-level visibility scoring
  • Competitive share-of-voice analysis

Weaknesses

  • Pricing meaningful ($30K-$150K+/year)
  • Category is 18 months old; methodology maturing
  • Actionable optimization less mature than tracking
  • ROI measurement harder than traditional SEO
  • Thinner footprint than legacy SEO platforms

Pricing tiers

opaque
  • Standard
    ~$30K-$60K/year typical
    Quote
  • Pro
    $60K-$100K/year
    Quote
  • Enterprise
    $100K-$150K+/year with advanced analytics
    Quote
Watch for
  • · Implementation services
  • · Per-prompt query costs at higher tiers
  • · Annual price increases

Key features

  • +AI search citation tracking (ChatGPT, Perplexity, Google AI, Claude, Copilot)
  • +Topic-level visibility scoring
  • +Competitive share-of-voice analysis
  • +Sentiment analysis
  • +Custom prompt sets
  • +API access
  • +Reporting dashboards
30+ integrations
Looker StudioTableauSlackCSV export
Geography
Global; strongest in US, EU
#5

Ahrefs Brand Radar

AI search visibility module from Ahrefs.

Founded 2025 · Singapore · private · 5–10,000 employees
G2 4.4 (64)
Capterra 4.5
Custom quote
● Transparent pricing
Visit Ahrefs Brand Radar

Ahrefs Brand Radar is the AI search visibility module from Ahrefs (covered in our Top 10 SEO Software ranking), launched 2025. The product extends Ahrefs' SEO research platform with AI search citation tracking. Strengths: native Ahrefs integration (no separate vendor), default for existing Ahrefs customers extending into AI search, founder-led parent company, and bundled with Ahrefs subscriptions. Best fit for existing Ahrefs customers wanting AI search visibility alongside traditional SEO. Trade-offs: depth below pure-play Profound, only available with Ahrefs subscription, and feature set narrower than Profound.

Best for

Existing Ahrefs customers wanting AI search visibility alongside traditional SEO without adding a separate vendor.

Worst for

Non-Ahrefs customers (pure-plays better fit), buyers needing deepest AI search tracking (Profound better), or SMBs not on Ahrefs (Otterly cheaper).

Strengths

  • Native Ahrefs integration
  • Default for existing Ahrefs customers
  • Founder-led parent (no PE pressure)
  • Bundled with Ahrefs subscriptions
  • Mature parent company stability

Weaknesses

  • Depth below pure-play Profound
  • Only available with Ahrefs subscription
  • Feature set narrower than Profound
  • Newer module (2025)
  • Less innovation focus than pure-plays

Pricing tiers

public
  • Brand Radar (with Ahrefs)
    Bundled with Ahrefs Standard+ ($249+/mo)
    Quote
  • Brand Radar Enterprise
    Bundled with Ahrefs Enterprise
    Quote
Watch for
  • · Ahrefs subscription required
  • · Per-credit overages on lower tiers

Key features

  • +AI search citation tracking
  • +Native Ahrefs integration
  • +Brand mention monitoring
  • +Topic-level visibility
  • +Competitive tracking
30+ integrations
AhrefsGoogle Search ConsoleGoogle AnalyticsLooker Studio
Geography
Global
#7

Semrush AI Tracking

AI search visibility add-on from Semrush.

Founded 2024 · Boston, MA · public · 5–10,000 employees
G2 4.3 (87)
Capterra 4.4
From $49 /mo
● Transparent pricing
Visit Semrush AI Tracking

Semrush AI Tracking is the AI search visibility add-on from Semrush (covered in our Top 10 SEO Software ranking), launched 2024. The product extends Semrush's all-in-one digital marketing suite with AI search citation tracking. Strengths: native Semrush integration, default for existing Semrush customers, public company stability, and bundled with Semrush AI features. Best fit for existing Semrush customers extending into AI search. Trade-offs: depth below pure-play Profound, only available with Semrush subscription, and Semrush's broad-but-shallow approach extends to AI search tracking.

Best for

Existing Semrush customers (especially marketing teams using all-in-one Semrush suite) wanting AI search visibility without adding a separate vendor.

Worst for

Non-Semrush customers (Profound or Ahrefs Brand Radar better), buyers wanting deepest AI search tracking (Profound better), or buyers prioritizing pure-play innovation.

Strengths

  • Native Semrush integration
  • Default for existing Semrush customers
  • Public company stability
  • Bundled with Semrush AI features
  • Single-vendor all-in-one

Weaknesses

  • Depth below pure-play Profound
  • Only with Semrush subscription
  • Broad-but-shallow approach extends to AI
  • Innovation pace below pure-plays
  • Per-add-on pricing scales fast

Pricing tiers

public
  • AI Tracking (with Pro+)
    Per workspace; bundled
    $49 /mo
  • AI Tracking (with Business)
    Per workspace; advanced
    $99 /mo
  • Enterprise
    Custom; bundled
    Quote
Watch for
  • · Semrush subscription required
  • · Per-prompt overages
  • · Add-on costs add to Semrush pricing

Key features

  • +AI search citation tracking
  • +Native Semrush integration
  • +Topic-level scoring
  • +Competitive tracking
  • +Bundled with Semrush dashboards
80+ integrations
SemrushGoogle Search ConsoleGoogle AnalyticsLooker Studio
Geography
Global
#6

BrightEdge Generative

AI search visibility module from BrightEdge.

Founded 2024 · Foster City, CA · private · 1,000–500,000+ employees
G2 4.4 (47)
Capterra 4.4
Custom quote
○ Sales call required
Visit BrightEdge Generative

BrightEdge Generative is the AI search visibility module from BrightEdge (covered in our Top 10 SEO Software ranking), launched 2024. The product extends BrightEdge's enterprise SEO platform with AI search citation tracking. Strengths: native BrightEdge integration, default for existing BrightEdge enterprise customers, mature parent company, and enterprise-grade feature set. Best fit for existing BrightEdge enterprise customers extending into AI search. Trade-offs: only available with BrightEdge enterprise subscription ($50K-$500K/year), feature depth below pure-play Profound in pure AI search work, and slower product velocity than pure-play challengers.

Best for

Existing BrightEdge enterprise customers wanting AI search visibility alongside traditional enterprise SEO without adding a separate vendor.

Worst for

Non-BrightEdge customers (Profound or Ahrefs Brand Radar better), SMBs (BrightEdge overpriced), or buyers wanting fastest pure-play velocity.

Strengths

  • Native BrightEdge integration
  • Default for existing BrightEdge enterprises
  • Enterprise-grade feature set
  • Mature parent company
  • Single-vendor SEO + AI search

Weaknesses

  • Only with BrightEdge enterprise subscription ($50K-$500K)
  • Pure AI search depth below Profound
  • Slower product velocity than pure-plays
  • Innovation pace below challengers
  • Implementation heavy

Pricing tiers

opaque
  • BrightEdge Generative (Standard)
    Bundled with BrightEdge Standard ($50K-$100K/year)
    Quote
  • BrightEdge Generative (Enterprise)
    Bundled with BrightEdge Enterprise ($300K+/year)
    Quote
Watch for
  • · BrightEdge platform license required
  • · Implementation services
  • · Annual price increases

Key features

  • +AI search citation tracking
  • +Native BrightEdge integration
  • +Enterprise dashboards
  • +Workflow management
  • +Mature analytics
50+ integrations
BrightEdgeSalesforceAdobe AnalyticsTableau
Geography
Global; strongest in US, EU, UK
#2

Peec AI

European-built AI search visibility tracker.

Founded 2024 · Berlin, Germany · private · 50–1,000 employees
G2 4.6 (47)
Capterra 4.5
From $89 /mo
● Transparent pricing
Visit Peec AI

Peec AI is the European-built AI search visibility platform, founded 2024 in Berlin. The product tracks brand citations across ChatGPT, Perplexity, Google AI Overviews, and Gemini. Strengths: GDPR-native, strong fit for EU mid-market and GDPR-anchored buyers, modern UX, and aggressive product velocity. Best fit for European mid-market companies (50-1,000 employees) wanting AI search visibility tracking with GDPR-native compliance. Trade-offs: less penetration in US, smaller community than Profound, and like all category vendors, methodology and stability still maturing.

Best for

European mid-market companies (50-1,000 employees) and GDPR-anchored buyers wanting AI search visibility with EU data residency and modern UX.

Worst for

US-only enterprises (Profound better fit), buyers wanting deepest enterprise feature set (Profound better), or risk-averse buyers preferring legacy SEO platforms with AI add-ons.

Strengths

  • GDPR-native compliance
  • Works for EU mid-market
  • Modern UX
  • Aggressive product velocity
  • Founder-led
  • European market positioning

Weaknesses

  • Less penetration in US
  • Smaller community than Profound
  • Methodology still maturing (category-wide)
  • Support depends on tier
  • Smaller integration ecosystem

Pricing tiers

public
  • Starter
    Small workspace; basic tracking
    $89 /mo
  • Growth
    Mid-market; advanced features
    $249 /mo
  • Enterprise
    Custom; dedicated support
    Quote
Watch for
  • · Per-prompt query overages
  • · Annual billing for discount

Key features

  • +AI search citation tracking
  • +Multi-engine coverage (ChatGPT, Perplexity, Google AI, Gemini)
  • +Topic-level scoring
  • +Competitive analysis
  • +GDPR-native
  • +Modern UX
20+ integrations
Looker StudioSlackCSV export
Geography
Global; strongest in EU, UK
#4

AthenaHQ

AI search visibility plus competitive analysis.

Founded 2024 · San Francisco, CA · private · 10–500 employees
G2 4.5 (28)
Capterra 4.5
From $99 /mo
● Transparent pricing
Visit AthenaHQ

AthenaHQ is the AI search visibility platform anchored on competitive analysis and share-of-voice tracking, founded 2024. The product covers ChatGPT, Perplexity, Google AI Overviews, and Claude with strong competitive benchmarking. Strengths: strongest competitive analysis in pure-play category, share-of-voice tracking across competitors, modern UX, and strong fit for marketers wanting visibility + share-of-voice. Best fit for marketing teams (10-500 employees) prioritizing competitive AI search benchmarking. Trade-offs: enterprise depth below Profound, smaller community, and like all category vendors methodology still maturing.

Best for

Marketing teams (10-500 employees) prioritizing competitive AI search benchmarking and share-of-voice tracking across competitors.

Worst for

Enterprises wanting deepest tracking (Profound better), SMBs without competitive focus (Otterly cheaper), or buyers needing full SEO + AI integration.

Strengths

  • Strongest competitive analysis in pure-play category
  • Share-of-voice tracking across competitors
  • Modern UX
  • Right call for marketing teams
  • Founder-led

Weaknesses

  • Enterprise depth below Profound
  • Smaller community
  • Methodology still maturing
  • Support response times vary
  • Smaller integration ecosystem

Pricing tiers

public
  • Starter
    Basic tracking + competitive
    $99 /mo
  • Pro
    Advanced share-of-voice
    $299 /mo
  • Enterprise
    Custom; advanced features
    Quote
Watch for
  • · Per-prompt overages
  • · Annual billing for discount

Key features

  • +AI search citation tracking
  • +Competitive share-of-voice
  • +Topic-level scoring
  • +Modern UX
  • +CSV export
  • +Custom prompt sets
20+ integrations
Looker StudioSlackCSV export
Geography
Global; strongest in US
#3

Otterly.ai

SMB and agency-friendly AI search visibility tracker.

Founded 2024 · San Francisco, CA · private · 5–500 employees
G2 4.5 (38)
Capterra 4.6
From $29 /mo
● Transparent pricing
Visit Otterly.ai

Otterly.ai is the SMB and agency-friendly AI search visibility platform, founded 2024. The product tracks brand citations across ChatGPT, Perplexity, Google AI Overviews, and Gemini at affordable per-prompt pricing. Strengths: affordable pricing for SMB and agencies, transparent per-prompt pricing model, modern UX, and good agency white-label support. Best fit for SMBs (5-200 employees) and SEO agencies wanting AI search tracking at SMB pricing. Trade-offs: enterprise depth below Profound, methodology still maturing (category-wide), and smaller community.

Best for

SMBs (5-200 employees) and SEO agencies wanting AI search visibility tracking at affordable per-prompt pricing with agency-friendly features.

Worst for

Enterprises wanting deepest tracking depth (Profound better), buyers needing full SEO + AI search integrated (Ahrefs Brand Radar / BrightEdge better fit), or risk-averse buyers.

Strengths

  • Affordable per-prompt pricing for SMB/agencies
  • Transparent pricing model
  • Modern UX
  • Agency white-label support
  • Made for SMB and agencies

Weaknesses

  • Enterprise depth below Profound
  • Methodology still maturing (category-wide)
  • Smaller community
  • Support inconsistency reported
  • Smaller integration ecosystem

Pricing tiers

public
  • Starter
    50 prompts/month
    $29 /mo
  • Pro
    500 prompts/month
    $99 /mo
  • Agency
    2,500 prompts/month + white-label
    $299 /mo
  • Enterprise
    Custom; advanced features
    Quote
Watch for
  • · Per-prompt overages
  • · Annual billing for discount

Key features

  • +AI search citation tracking
  • +Multi-engine coverage
  • +Per-prompt pricing model
  • +Agency white-label
  • +CSV export
  • +Modern UX
15+ integrations
Looker StudioSlackCSV export
Geography
Global
#10

Scrunch AI

Granular AI search share-of-voice and competitive tracking.

Founded 2024 · San Francisco, CA · private · 10–500 employees
G2 4.4 (19)
Capterra 4.4
From $79 /mo
● Transparent pricing
Visit Scrunch AI

Scrunch AI is the granular AI search share-of-voice and competitive tracking platform, founded 2024. The product covers detailed competitive AI search benchmarking across ChatGPT, Perplexity, Google AI Overviews, and Claude. Strengths: granular share-of-voice tracking, strong competitive analysis, modern UX. Best fit for buyers prioritizing granular competitive AI search benchmarking. Trade-offs: enterprise depth below Profound, smaller community, and methodology still maturing (category-wide).

Best for

Marketing teams (10-500 employees) prioritizing granular competitive AI search benchmarking and share-of-voice tracking against named competitors.

Worst for

Enterprises wanting deepest tracking (Profound better), SMBs without competitive focus (Otterly cheaper), or buyers wanting all-in-one with content generation (Writesonic better fit).

Strengths

  • Granular share-of-voice tracking
  • Strong competitive analysis
  • Modern UX
  • Founder-led
  • Works for competitive benchmarking

Weaknesses

  • Enterprise depth below Profound
  • Smaller community
  • Methodology still maturing
  • Uneven support quality
  • Smaller integration ecosystem

Pricing tiers

public
  • Starter
    Basic share-of-voice tracking
    $79 /mo
  • Pro
    Advanced competitive analysis
    $249 /mo
  • Enterprise
    Custom; advanced features
    Quote
Watch for
  • · Per-prompt overages
  • · Annual billing for discount

Key features

  • +Share-of-voice tracking
  • +Competitive analysis
  • +Multi-engine coverage
  • +Modern UX
  • +CSV export
  • +Custom prompt sets
15+ integrations
Looker StudioSlackCSV export
Geography
Global; strongest in US
#9

Goodie AI

Open-source-friendly AI search visibility tracker.

Founded 2024 · San Francisco, CA · private · 5–500 employees
G2 4.4 (19)
Capterra 4.4
From $0 + $0 /mo + /employee
● Transparent pricing
Visit Goodie AI

Goodie AI is the open-source-friendly AI search visibility tracker, founded 2024. The product covers tracking citations across major AI engines with engineering-friendly tooling. Strengths: engineering-friendly tooling, open-source-leaning approach, transparent methodology, and modern API-first design. Best fit for engineering teams DIY-ing AI search tracking or wanting deep methodology transparency. Trade-offs: not a polished marketing tool (engineering-leaning), smaller community, and feature set narrower than Profound.

Best for

Engineering teams (5-200 engineers) DIY-ing AI search tracking or wanting deep methodology transparency with API-first integration.

Worst for

Marketing teams wanting polished UX (Profound/AthenaHQ better), SMBs without engineering capacity (Otterly better), or enterprise needing deep tracking depth (Profound better).

Strengths

  • Engineering-friendly tooling
  • Open-source-leaning approach
  • Transparent methodology
  • Modern API-first design
  • Founder-led

Weaknesses

  • Not a polished marketing tool
  • Smaller community
  • Feature set narrower than Profound
  • Support is hit-or-miss
  • Methodology still maturing (category-wide)

Pricing tiers

public
  • Open Source
    Self-hosted; bring your own
    $0+$0 /mo +/emp
  • Hosted
    Per workspace; managed
    $79 /mo
  • Enterprise
    Custom; advanced features
    Quote
Watch for
  • · LLM API costs separate
  • · Per-query overages on hosted

Key features

  • +AI search citation tracking
  • +Open-source approach
  • +API-first design
  • +Engineering-friendly tooling
  • +Transparent methodology
  • +Self-hostable
20+ integrations
GitHubSlackLooker StudioCSV export
Geography
Global

Frequently asked questions

The questions buyers actually ask before they sign.

Do AI search visibility tools track French Quebec queries?
Some do, some do not. Profound, Peec AI, Semrush AI Tracking and Ahrefs Brand Radar handle French queries. BrightEdge Generative has partial French coverage. For Quebec-facing brands under Bill 96 this is a procurement-grade requirement: French prompt behaviour in ChatGPT, Perplexity and Claude differs materially from English in cited sources and competitor sets, and English-only tracking misses most of the Quebec narrative. Validate French query coverage before signing.
Does my AI search visibility data need Canadian residency?
Generally no for the prompt data itself (it is competitive intelligence rather than customer PII), but Quebec Law 25 still requires a transfer impact assessment for any data collected about Quebec residents. OSFI-regulated banks and insurers apply B-13 third-party risk to any tool with platform access. Profound and BrightEdge offer enterprise residency conversations; smaller tools route through US infrastructure. For federal SSC procurement, CCCS PROTECTED B applies to any data collection from Government of Canada digital properties.
Should we buy Profound or just use Ahrefs Brand Radar?
If you already pay for Ahrefs at the Advanced or Enterprise tier, Ahrefs Brand Radar is the lower-friction starting point and covers the basics. Profound is worth the extra cost for SaaS exporters and consumer brands competing globally where citation share against named competitors needs deeper analysis, French + English coverage, prompt-level diagnostics, and competitor benchmarking. Semrush AI Tracking is the same logic for Semrush customers. BrightEdge Generative makes sense only if BrightEdge is already the enterprise SEO platform.
Is AI search visibility actually a real category, or marketing hype?
Both. The shift in user behavior is real, search traffic is moving toward AI-generated answers (ChatGPT Search, Perplexity, Google AI Overviews, Claude with web access, Microsoft Copilot). The software category is also real, vendors are building credible products. But: the category is 18-30 months old; methodology is not standardized; many vendors oversell "optimization" capabilities that may not actually influence LLM outputs; ROI measurement is harder than traditional SEO. Treat it as an additional signal, not a replacement for traditional SEO.
How does this differ from traditional SEO?
Traditional SEO (Top 10 SEO Software) tracks Google rankings for blue links and links + on-page content. AI search visibility (this ranking) tracks brand citations in LLM-generated answers. Different optimization tactics: traditional SEO is about ranking; AI search visibility is about being cited or linked in AI answers. Most teams in 2026 should run both, they're complementary, not competitive.
Profound vs Ahrefs Brand Radar, which one?
Profound if you want the most mature pure-play with deepest engine coverage and you're willing to pay $30K-$150K/year for enterprise tracking. Ahrefs Brand Radar if you're already an Ahrefs customer wanting to extend into AI search without adding a separate vendor, bundled with Ahrefs subscription, less depth than Profound but adequate for most buyers. Most companies do not need pure-play depth; existing-vendor add-ons cover 70-80% of value at zero or near-zero marginal cost.
How much should I budget for AI search visibility?
SMB / agency (5-50 employees): $30-$300/mo (Otterly Starter to Agency, Peec AI Starter). Mid-market (50-500 employees): $200-$1,500/mo (Otterly Pro/Agency, Peec AI Growth, AthenaHQ Pro, Goodie AI Hosted). Enterprise (500+ employees): $30K-$150K+/year (Profound, BrightEdge Generative, Semrush Enterprise). Plus: existing Ahrefs/Semrush customers can extend with their AI modules at marginal cost.
Can I actually optimize what AI search engines cite?
Partially. You can influence citations through: (1) traditional SEO (good content, authoritative backlinks), (2) structured data (Schema.org), (3) being cited by Wikipedia and high-authority sources, (4) consistent brand mentions across the web. You cannot reliably optimize for any single LLM's answer, outputs vary across engines, vary across sessions, and most LLMs use opaque retrieval. Vendors that promise reliable "AI search optimization" are usually overselling. Focus on tracking + traditional SEO best practices.
Should I worry about LLM training data vs LLM retrieval?
Different problems. LLM training data influences general "background knowledge" responses (e.g. "What is Snowflake?"). LLM retrieval (RAG) influences answers to questions where the LLM searches the web (e.g. "What's the latest pricing for Snowflake?"). AI search visibility tools track *retrieval* citations primarily, they don't directly measure training data presence. Both matter; tracking tools cover the visible part.
How long does AI search visibility implementation take?
Otterly, Peec AI, AthenaHQ, Goodie AI: under 1 week. Profound: 1-3 weeks (with prompt set design). Ahrefs Brand Radar / Semrush AI Tracking: under 1 week (extends existing contract). BrightEdge Generative: 4-8 weeks (with full BrightEdge implementation). Plan for prompt set design, what queries to track is the most important decision.
Should I commit multi-year on a fast-evolving category?
No. AI search visibility is 18-30 months old as a software category. Vendors are still establishing methodology, pricing models, and feature sets. Multi-year commitments lock you out of the rapid evolution. Annual or quarterly contracts preserve flexibility. The category will look very different in 2027-2028; budget for re-evaluation.

Final word

Looking at a different market? See the global AI Search Visibility Optimization ranking, or pick another country at the top of this page.

Last updated 2026-05-27. Local pricing reverified quarterly. Found something inaccurate? Tell us.