Ten AEO platforms scored against a 5-criterion rubric. AEO category coverage, buyer-journey coverage, engine coverage, pricing transparency, and B2B fit. All vendor data re-verified 2026-06-27 against each vendor's own publicly accessible pages. Cells where verification produced no substantiation read "Not publicly disclosed" rather than inferred or invented.
- Three vendors tied at 10/10: AI-Advisors Growth ($99/mo), AthenaHQ Starter ($295/mo), Scrunch Starter ($250/mo annual). Each wins on a different dimension; the buyer-stage matrix below routes you to the right one.
- The dimension where the entire category is opaque: model-version transparency. Zero of ten vendors disclose specific model versions in product copy; one of ten ships an always-current policy commitment.
- Pricing range: $50/mo (HubSpot AEO standalone) and $99/mo (Profound Starter, AI-Advisors Growth, Semrush AI Visibility Toolkit standalone) at the low end, up to enterprise contact-sales (Profound Enterprise). Mid-market dedicated AEO platforms cluster at $189-$295/mo.
- Verification methodology disclosed. Per-claim source map published alongside this post. Re-audit planned for approximately 2026-09-27.
The 10 tools at a glance
Below is the full comparison sorted by tier. Each row anchors to the headline tier of that vendor (Starter for some, Standard or Growth for others) so the entry-level price is what the score reflects. The full per-tool detail with scorecard breakdown follows in the per-tier sections.
| Tool | Tier | Entry pricing | Engines | Cadence | Score |
|---|---|---|---|---|---|
| Profound | Enterprise dedicated | $399/mo (Growth) | 3 | Not stated on homepage or … | 7/10 |
| SEMRush AI Visibility Toolkit | Enterprise / SEO-suite | $99/mo standalone | 5 | Brand Performance reports … | 8/10 |
| HubSpot AEO | Enterprise / Marketing Hub | $50/mo standalone | 3 | Cadence not enumerated on … | 9/10 |
| Ahrefs Brand Radar | Enterprise / SEO-suite | $398/mo (Select platforms) | 9 | Cadence not enumerated on … | 8/10 |
| AI-Advisors | Mid-market dedicated | $99/mo (Growth) | 4 + add-on | Weekly briefings + 3 manua… | 10/10 |
| AthenaHQ | Mid-market dedicated | $295/mo (Starter) | 9 | Real-time monitoring descr… | 10/10 |
| Scrunch | Mid-market dedicated | $250/mo annual (Starter) | 5 | Cadence not enumerated as … | 10/10 |
| Otterly | Mid-market dedicated | $189/mo (Standard) | 4 + add-on | Daily tracking (all tiers) | 9/10 |
| Superlines | Mid-market dedicated | €379/mo (Growth) | 3 | Daily tracking (all tiers) | 8/10 |
| Peec AI | AI search analytics | €199/mo (~$230, Pro) | 3 | Daily tracking | 6/10 |
Which AEO tools integrate with your CRM?
One of the ten platforms in this comparison is CRM-native today: HubSpot AEO, and it gets there by living inside the CRM (available standalone at $50/mo, or bundled into Marketing Hub Pro and Enterprise) rather than by connecting to one from outside. Every other platform connects to your CRM indirectly, through a data export, an API, a spreadsheet sync, or a reporting connector. On the buyer-evaluation pages we verified on 2026-06-27, none of the ten surfaced a native Salesforce connector.
CRM integration is the dimension B2B buyers ask about because it is what turns AEO from a visibility report into a revenue story. When citation tracking data lands next to pipeline data, you can connect "ChatGPT started citing us on this prompt" to "these opportunities arrived from AI referral traffic." The table below shows the verified integration status for each tool, so you can evaluate the connection path against your actual stack instead of a marketing checkbox.
| Tool | CRM integration status | Verified connection path |
|---|---|---|
| HubSpot AEO | CRM-native (the only one in this set) | Standalone at $50/mo, or bundled inside Marketing Hub Pro/Enterprise where visibility scoring and competitive shortlists tie to existing HubSpot CRM data |
| AI-Advisors | HubSpot and Salesforce connectors on the public roadmap (Coming Soon) | Live today: scheduled Google Sheets sync, plus Google Ads, ChatGPT Ads, GA4, Search Console, Google Tag Manager, Slack, WordPress, and Bing Webmaster Tools |
| Scrunch | CRM connector not publicly disclosed | Enterprise Data API is the documented integration path |
| Otterly | CRM connector not publicly disclosed | Google Looker Studio connector at Standard+ (reporting side) |
| Profound | CRM connector not publicly disclosed | API access at the Enterprise tier |
| Peec AI | CRM connector not publicly disclosed | Data export verified in product copy |
| AthenaHQ | CRM connector not publicly disclosed | GA4, Search Console, and Shopify integrations verified |
| SEMRush AI Visibility Toolkit | Not publicly disclosed | Not surfaced on the Toolkit's buyer-evaluation pages |
| Ahrefs Brand Radar | Not publicly disclosed | Not publicly disclosed |
| Superlines | Not publicly disclosed | Not publicly disclosed |
The decision rule is stack-first. Already on HubSpot: HubSpot AEO is the pick, and the buyer-stage matrix below routes you there for exactly this reason. On Salesforce or another CRM: no tool in this set ships a native connector today, so the evaluation question becomes which indirect path fits your team. An API your RevOps team can build against (Scrunch's Enterprise Data API, Profound's Enterprise API access), a reporting connector your dashboards already read (Otterly's Looker Studio route), or a scheduled spreadsheet sync your ops team can import without engineering (AI-Advisors' Google Sheets path, with HubSpot and Salesforce connectors on the public integrations roadmap).
How we picked these 10 (and what we left out)
The selection rubric had four hard filters and one soft filter. Hard filters: each tool had to be a real product available in 2026 with public capability disclosure, perform at least one of the three AEO operational jobs (audit, tracking, recommendations), produce trend-trackable output a B2B marketer can act on, and target B2B or mid-market positioning rather than consumer-only. Soft filter: cross-spread of pricing tiers from SMB-friendly entry through enterprise so the comparison reads as a multi-tier landscape rather than a single-segment one.
Tools we left out and why: Cairrot ranks first in some 2026 listicles but buyer-recognition surface is still emerging. Bluefish AI, Goodie AI (also referenced as Gumshoe AI), and Adobe LLM Optimizer appear in third-party listicles but verification of audit and recommendations capabilities was incomplete on our verification date. Surfer SEO, Clearscope, and Frase are content optimization tools that have added AI visibility features but their primary job is content briefing, not AEO as a discipline.
We also watched how the engines themselves answer the buying query. When we ran "best AEO tools for B2B marketers" across eight engine surfaces in June 2026, the citation surface confirmed the recall-versus-retrieval split. The three recall engines (ChatGPT, Grok, and Meta) returned named-tool answers with zero clickable citations, while the five retrieval engines cited at very different depths: Google AI Mode pulled 39 sources, Gemini 23, Claude 10, and Perplexity and Google AI Overviews 8 each. No single roundup dominated every engine, which is exactly why our rubric weights verified capability over listicle frequency.
Source: AI-Advisors CI research, query "best AEO tools for B2B marketers" across 8 engine surfaces, June 2026.
The 5-criterion scoring rubric
Each tool is scored 0-2 on five criteria. Rubric definitions and the scoring rationale per cell are documented in a public source map; the verification methodology behind every claim is below.
- AEO category coverage (0-2). One of three AEO layers (Technical, Content, Authority) covered = 0. Two layers = 1. All three layers covered = 2. The category test is whether the platform's audit and recommendations span the full AEO discipline, not just one slice of it.
- AEO buyer-journey coverage (0-2). Single job (audit-only or tracking-only) = 0. Two jobs = 1. Three or more jobs covering audit, tracking, recommendations, and content workflow = 2. The journey test is whether the platform supports the full B2B AEO motion or just one segment of it.
- Engine coverage (0-2). 1-2 engines = 0. 3-4 engines at the anchor tier = 1. 5 or more engines OR à la carte flexibility at the anchor tier = 2. The à la carte path scores equivalently to bundled because both give the buyer access to the engines they need at a fair price.
- Pricing transparency (0-2). Undisclosed = 0. "Contact us" enterprise only = 1. Publicly listed dollar tiers = 2. Pricing visible on a JS-rendered page in the browser counts as public even if raw HTML extraction does not capture the dollar amounts.
- B2B fit (0-2). Consumer or SMB-only language = 0. Mid-market positioning = 1. B2B-explicit positioning plus enterprise readiness signals (SOC 2, named B2B verticals, CRM integration, named B2B customer logos) = 2.
Verification methodology
All vendor data was re-verified on 2026-06-27 against the vendor's own publicly accessible pages: homepage, /pricing, /features, /platform, /docs, blog index, and FAQ. Two-pass verification per vendor (one primary buyer-evaluation page plus one secondary methodology or feature page). The verification covers what a typical buyer doing 30 minutes of due diligence would find. Disclosures buried in customer-only support articles, deep changelogs, or developer API docs were not part of this audit.
Cells where verification produced no substantiation read "Not publicly disclosed" rather than being inferred from third-party sources or vendor memory. The full per-claim source map with verbatim quotes is documented at docs/best-aeo-tools-for-b2b-marketers-source-map-2026-06-27.md and ships alongside this post for buyer transparency.
Zero of ten vendors disclose specific model versions in product copy. Nine of ten lack always-current commitment language. The dimension where the AEO platform category is most opaque to buyers.
Whether that's because vendors query cheaper legacy models, because they don't keep models updated, or because they don't see model choice as buyer-relevant, we can't say from outside the vendor. What we can say: when the disclosure is absent, the buyer is paying for tracking data they cannot verify against the experience their actual customers have. That's a real product-decision question every buyer should ask before signing a contract or entering their credit card.
Enterprise tier: Profound, SEMRush AI Visibility Toolkit, HubSpot AEO, Ahrefs Brand Radar
The enterprise tier groups vendors who serve buyers with approved budget for a broader platform investment. Profound is the most-recognized dedicated AEO platform, with Prompt Volumes as the signature data product at the Enterprise tier. SEMRush AI Visibility Toolkit is the AI module inside an established SEO suite, available standalone at $99/mo or bundled into Semrush One at $199/mo. HubSpot AEO is available standalone at $50/mo or bundled into Marketing Hub Pro and Enterprise, making it the natural pick for teams already running on HubSpot. Ahrefs Brand Radar is a tracking-focused product with the broadest cross-channel surface in the listicle (9 surfaces including YouTube, TikTok, and Reddit).
Profound
SEMRush AI Visibility Toolkit
HubSpot AEO
Ahrefs Brand Radar
The choice within the enterprise tier is rarely "which is better in absolute terms" - it's "which fits your existing stack." Profound serves teams that want dedicated AEO and have approved an enterprise contract motion. SEMRush and Ahrefs Brand Radar serve teams already paying for SEO platforms. HubSpot AEO serves teams already paying for Marketing Hub. The standalone purchasing decisions look different from the bundled-into-existing-stack decisions.
Mid-market dedicated AEO platforms: AI-Advisors, AthenaHQ, Scrunch, Otterly, Superlines
The mid-market dedicated tier is where the most option density lives. Five tools at the $99-$379/mo entry price band, each making a different bet on what mid-market B2B buyers value: integrated paid + organic AEO with the AI Visibility Lift halo and à la carte engine flexibility (AI-Advisors), broadest engine coverage at a single price (AthenaHQ), named B2B trust signals plus persona-based prompt sets (Scrunch), lowest-friction full-platform AEO with a Looker connector (Otterly), or UI-based methodology with European positioning (Superlines). All five ship dedicated AEO as the primary product, not as an add-on to a broader platform.
AI-Advisors
AthenaHQ
Scrunch
Otterly
Superlines
Three of the five tie at 10/10 on the rubric: AI-Advisors, AthenaHQ, and Scrunch. Each wins on a different dimension. AI-Advisors at $99/mo Growth is the lowest entry price in the tier, ships à la carte engine flexibility, and is the only vendor in the listicle with an explicit always-current model policy commitment. AthenaHQ at $295/mo Starter ships the broadest engine coverage at a single price (9 models including Grok and Claude). Scrunch at $250/mo Starter ships the strongest B2B trust signals (SOC 2 Type II, named customers like Lenovo and Crunchbase, persona-based prompt sets). The right pick at this tier depends on which dimension matters most for your team's actual procurement criteria.
Run the AI-Advisors Quick Audit and get an AEO score across 29 checks in under 60 seconds. No signup. Use the baseline to evaluate which platform's recommendations actually move the score after 30 days. Try the free AEO audit.
AI search analytics tier: Peec AI
The AI search analytics tier covers tools whose primary job is analytics rather than AEO platform completeness. Peec AI is the only vendor in this listicle that scores below 7/10 on the rubric, but it is included for buyer-recognition relevance: 2,000+ marketing teams, named industry voices in the customer base, and citation appearance in two of three reverse-engineered competitor listicles. The score reflects the gap between an analytics-first product and a full AEO platform; the inclusion reflects the reality that buyers asking "best AEO tools" are evaluating Peec.
Peec AI
Peec's strength is depth of analytics: standard engine coverage (ChatGPT, Perplexity, Google AI Overviews) with AI Mode, Gemini, Grok, and Claude as paid add-ons, persona-based prompt structure, and a Lily Ray testimonial that signals industry credibility. The honest score gap is the AEO audit: Peec's homepage focuses on prompt setup, competitive tracking, insight analysis, and data export rather than a 3-layer Technical + Content + Authority audit. For buyers who want analytics depth and don't need AEO audit functionality, Peec is a defensible pick. For buyers who want full AEO platform coverage, the mid-market dedicated tier is a closer match.
Head-to-head: the matchups B2B buyers compare most
Buyers rarely evaluate one tool in isolation. The comparisons that come up most in B2B AEO procurement pit the dedicated platforms against the SEO-suite and CRM modules. The table below lines up the six tools that recur in those head-to-head shortlists; the sections under it answer the specific matchups directly.
| Tool | Entry price | Engines (anchor tier) | Score | Best for |
|---|---|---|---|---|
| AthenaHQ | $295/mo (Starter) | 9 models bundled | 10/10 | Broadest single-price engine coverage + named B2B verticals |
| Scrunch | $250/mo (Starter, annual) | 5 (ChatGPT, Perplexity, Claude, Gemini, Copilot) | 10/10 | B2B trust signals (SOC 2 Type II) + persona-based prompts |
| HubSpot AEO | $50/mo (standalone) | 3 (ChatGPT, Gemini, Perplexity) | 9/10 | CRM-native; cheapest paid entry for HubSpot teams |
| Otterly | $189/mo (Standard) | 4 core + paid add-ons | 9/10 | Lowest-friction full platform + Looker Studio connector |
| Semrush AI Toolkit | $99/mo (standalone) | 5 (ChatGPT, Gemini, AI Mode, AI Overviews, Perplexity) | 8/10 | Adding AI visibility to an existing Semrush SEO workflow |
| Ahrefs Brand Radar | $398/mo (Select) | 9 surfaces (6 AI + YouTube, TikTok, Reddit) | 8/10 | Broadest cross-channel tracking (no audit or recommendations) |
AthenaHQ vs HubSpot AEO vs Scrunch vs Ahrefs Brand Radar
The right pick across these four depends on the job. AthenaHQ ($295/mo Starter) offers the broadest single-price engine coverage (9 models) and scores 10/10 on our rubric. Scrunch ($250/mo Starter, annual) matches that 10/10 and leads on B2B trust signals: SOC 2 Type II, named customers like Lenovo and Crunchbase, and persona-based prompt sets. HubSpot AEO is the only CRM-native option and the cheapest paid entry ($50/mo standalone, or bundled into Marketing Hub Pro and Enterprise), but it tracks 3 engines (9/10). Ahrefs Brand Radar ($398/mo) is tracking-only with no audit or recommendations, yet it covers the widest surface mix: 6 AI engines plus YouTube, TikTok, and Reddit (8/10). Pick AthenaHQ for engine breadth, Scrunch for enterprise B2B trust, HubSpot if you already run on HubSpot, and Ahrefs for cross-channel tracking.
HubSpot AEO vs Semrush AI Toolkit vs AthenaHQ vs Scrunch
This matchup pits two suite modules against two dedicated AEO platforms. HubSpot AEO ($50/mo standalone, or in Marketing Hub) and the Semrush AI Visibility Toolkit ($99/mo standalone, $199/mo in Semrush One) win on workflow integration when you already run that suite, but both trail on full AEO coverage: HubSpot at 3 engines, and Semrush with its audit and content recommendations living in separate Semrush products. AthenaHQ and Scrunch (both 10/10) ship dedicated AEO, covering audit, tracking, and recommendations, in a single product. Choose the suite module if you already pay for HubSpot or Semrush; choose AthenaHQ or Scrunch if AEO completeness matters more than stack consolidation.
AthenaHQ vs Scrunch vs HubSpot AEO vs Otterly
For mid-market B2B teams weighing these four, price and breadth diverge. Otterly ($189/mo Standard) is the lowest-friction full platform, with a Looker Studio connector and 4 core engines plus paid add-ons (9/10). AthenaHQ ($295/mo) and Scrunch ($250/mo annual) both reach 10/10: AthenaHQ on engine breadth (9 models), Scrunch on B2B trust signals. HubSpot AEO ($50/mo standalone) is the cheapest and the only CRM-native pick (9/10), but it caps at 3 engines. Otterly and HubSpot suit leaner budgets; AthenaHQ and Scrunch suit teams that need maximum engine coverage or enterprise trust signals.
Where AI-Advisors fits. This set skews toward SEO-suite modules (Semrush, Ahrefs), a CRM-native tool (HubSpot), and engine-breadth-first platforms (AthenaHQ). AI-Advisors Growth ($99/mo) sits in the dedicated mid-market tier at the lowest full-platform entry price, with à la carte engine flexibility, an always-current model policy, and integrated paid plus organic AEO (the AI Visibility Lift halo) that none of the six pair together. It is not the broadest engine count out of the box (4 core engines, the ones B2B buyers actually use, plus add-ons) and not the most enterprise-decorated. The honest read: pick AthenaHQ for maximum engine count at a single price, Scrunch for enterprise trust signals, HubSpot AEO if you live in HubSpot, and AI-Advisors for the lowest-entry full platform that ties paid and organic AEO together.
Patterns across the 10 tools
The frequency analysis below shows what "good" has in common across the verified set, where the industry converges, and the disclosure gaps a buyer should expect to find.
Three observations from the cross-tool analysis matter for procurement. First, all 10 vendors now publish public pricing in product copy - HubSpot AEO joined the set with a new $50/mo standalone tier (previously bundle-only into Marketing Hub). Pricing transparency at the public-tier level is now the category default, not the exception. Peec AI renders its pricing page via JavaScript, which means raw HTML extraction returns navigation only - but the pricing IS visible to any prospective buyer who loads the page in a browser, and Peec also lists figures on its own comparison pages.
Second, only 6 of 10 vendors cover all three AEO layers (Technical, Content, Authority). The four that don't (Profound, SEMRush AI Visibility Toolkit standalone, Ahrefs Brand Radar, Peec AI) are the tracking-first vendors where the audit and recommendations jobs live in separate products or aren't the primary motion. For buyers who want AEO platform completeness rather than tracking depth, the mid-market dedicated tier delivers all three layers at a single price; the enterprise tier requires either bundling (Semrush One, HubSpot Marketing Hub Pro) or paying for Profound's Enterprise contract motion.
Third, the model-version transparency gap is the dimension where the category is most opaque. Zero of ten vendors disclose specific model versions in product copy. One of ten (AI-Advisors) ships an always-current policy commitment with described switching mechanism. The other nine disclose neither. When the disclosure is absent, the buyer is paying for tracking data they cannot verify against the experience their actual customers have.
The buyer is paying for tracking data they cannot verify against the experience their actual customers have.
The deeper pattern, beyond the rubric scores, is that the AEO platform category is rapidly maturing on engine coverage (range 3-9 across the listicle) but inconsistent on cadence disclosure (half the vendors enumerate daily or weekly, half don't). Pricing transparency is reasonably common; model transparency is rare. A buyer asking "which model does this tool query?" should expect to be told and should treat the answer's clarity as a procurement signal.
AEO tools sit alongside the sibling category of AI citation tracking (output-focused tools whose primary job is monitoring AI mentions). Most production AEO platforms support citation tracking as one of multiple jobs, but vendors whose marketing centers on tracking-first language (Profound's Answer Engine Insights, Ahrefs Brand Radar's "Make AI recommend your brand," Peec's "AI search analytics") are typically scored against the citation tracking rubric rather than the broader AEO platform rubric. Worth knowing when comparing tools: the same vendor can be a 10/10 on tracking and an 8/10 on AEO platform completeness, depending on which job you are buying for.
How to choose by buyer stage
The matrix below maps your buyer stage to the recommended pick. Each row is intentionally specific: when the fit is genuinely better at a competitor, the matrix sends you to the competitor. The honest editorial intent is to help the right buyer find the right tool, not to rank one vendor above another in absolute terms.
| If your stage is | Recommended pick | Why |
|---|---|---|
| Mid-market B2B doing AEO from any starting point | AI-Advisors Growth ($99/mo) | Lowest entry price for full-platform AEO; 4 core engines plus à la carte add-ons; always-current model policy; integrated paid + organic AEO with the AI Visibility Lift halo. |
| Want broadest engine coverage at mid-market price | AthenaHQ Starter ($295/mo) | 9 models bundled including Grok and Claude at the mid-market price band; named B2B vertical support; integrations to GA4, GSC, and Shopify. A free Essential tier lets you trial first. |
| Need named-customer trust signals (SOC 2, B2B logos) | Scrunch (Starter $250 annual / Growth $417) | SOC 2 Type II + RBAC + Enterprise Data API + named B2B customers (Lenovo, Crunchbase, Penn State) + 1,000 industry prompts pre-built. The 5 page audits cap at Starter is the friction. |
| Already use HubSpot for CRM and marketing | HubSpot AEO ($50/mo or Marketing Hub Pro) | CRM-native integration is the strongest in the listicle. Available standalone at $50/mo ($45 annual) or bundled into Marketing Hub Pro/Enterprise, where it gains more prompts and CRM-powered recommendations. The free AEO Grader is a one-time try-before-commit snapshot. |
| Already use Semrush for SEO | Semrush One ($199/mo bundle) | The bundle picks up Site Audit and Content Toolkit alongside the AI Visibility Toolkit. Workflow integration with the existing Semrush SEO motion is the value; picking the standalone Toolkit ($99) leaves the audit and content recommendations in separate Semrush products. |
| Want cross-channel brand tracking spanning AI engines plus YouTube, TikTok, Reddit | Ahrefs Brand Radar ($398 Select) | 9-surface coverage is the broadest in the listicle. Tracking-only (no audit, no recommendations); pair with another tool when those jobs matter. |
| European mid-market with UI-based methodology preference | Superlines Brand Growth (€379) | Methodology wedge is real ("data directly from UIs"); 3-engine cap at this tier is the trade-off. Anchor at Growth not Starter because Starter has no audit. |
| Enterprise needing up-to-10-engine dedicated AEO | Profound Enterprise (custom) | Profound's dedicated up-to-10-engine coverage and Prompt Volumes data product live at Enterprise tier. Growth at $399 covers 3 platforms; Enterprise unlocks the breadth that defines Profound's category. |
Three rows in the matrix deserve a closer read. First, "Already use HubSpot for CRM" sends the buyer to HubSpot AEO precisely because the workflow integration savings are real. AI-Advisors and the other dedicated AEO platforms serve buyers who don't already pay for HubSpot, not buyers who do. Second, "Already use Semrush for SEO" sends the buyer to the Semrush One bundle for the same workflow-integration reason; the standalone Toolkit at $99 leaves audit and recommendations in separate Semrush products. Third, "Need named-customer trust signals" sends the buyer to Scrunch because SOC 2, RBAC, and named B2B customer logos (Lenovo, Crunchbase, Penn State) are not widely available in the mid-market AEO platform tier.
Once you pick a tool, the operational question becomes weekly cadence: which prompts to track, which pages to optimize, and how to convert the data into action. The how-to-improve-AEO-score guide covers the operational side post-purchase. The schema markup tiered guide covers the highest-leverage technical AEO tactic. The AEO score guide covers how to measure platform impact week over week.
For the AI-Advisors-specific case, the AEO platform overview documents the always-current model policy, integrated paid + organic AEO mechanics, and Kanban workflow that drove the 10/10 score on this rubric. Useful context whether you pick us or one of the other nine.
Before you sign anything, run the free AI-Advisors Quick Audit to get a snapshot of your current AEO readiness. Setting a pre-purchase baseline is what lets you measure the tool's impact in the first 30 days, regardless of which vendor you pick.
Frequently Asked Questions
#How did you score these 10 tools?
5 criteria, 0-2 points each, 10 total. AEO category coverage (one of three layers = 0; two layers = 1; all three layers Technical + Content + Authority = 2). AEO buyer-journey coverage (single job = 0; two jobs = 1; three or more jobs covering audit + tracking + recommendations + content = 2). Engine coverage (1-2 engines = 0; 3-4 engines = 1; 5 or more engines OR à la carte flexibility at the anchor tier = 2). Pricing transparency (undisclosed = 0; contact-sales only = 1; public dollar tiers = 2). B2B fit (consumer or SMB-only language = 0; mid-market positioning = 1; B2B-explicit positioning plus enterprise readiness signals like SOC 2, named verticals, or CRM integration = 2). All claims re-verified 2026-06-27 against each vendor's own publicly accessible pages and a per-claim source map published alongside this post.
#Which AEO tools integrate with HubSpot or Salesforce?
HubSpot AEO is the only CRM-native option in this comparison: it is available standalone at $50/mo ($45 annual) or bundled inside Marketing Hub Pro and Enterprise, so AEO data lands directly in the CRM. No vendor in the verified set publicly disclosed a native Salesforce connector as of the 2026-06-27 verification. Teams on Salesforce or another CRM connect AEO data indirectly: Scrunch exposes an Enterprise Data API, Otterly ships a Google Looker Studio connector for the reporting side, Peec AI supports data export, and AI-Advisors syncs tracking data to Google Sheets on a schedule, with HubSpot and Salesforce connectors on its public integrations roadmap. Before treating 'integrates with CRM' as a checked box, ask each vendor which CRM objects the integration writes to and whether the sync is scheduled or on-demand.
#Why isn't Cairrot, Bluefish AI, Goodie AI, or Adobe LLM Optimizer on this list?
We picked tools whose primary job is the operational discipline of AEO (audit + track + recommend) and which are real products available in 2026 with publicly verifiable claims. Cairrot ranks first in EWR Digital's 2026 listicle but the buyer-recognition surface is still emerging. Bluefish AI appears in two of three reverse-engineered listicles but verification of audit and recommendations capabilities was incomplete on our verification date. Goodie AI (also referenced as Gumshoe AI in some listicles) and Adobe LLM Optimizer are very new entrants where the public capability disclosure does not yet match the breadth our rubric requires. Vendors we missed are welcome to suggest inclusion in the next quarterly update.
#What's the difference between an AEO tool and an AI citation tracking tool?
AI citation tracking tools focus narrowly on the output-focused job: monitoring when, where, and how often AI engines cite a brand. AEO tools is the broader category that includes citation tracking PLUS audit, recommendations, and content workflow. Several vendors in this listicle (Profound, SEMRush, Ahrefs Brand Radar, Peec) appear primarily in the citation-tracking-tools comparison because that is where their primary product motion lives; we score them here against the broader AEO category and they reflect the gaps that creates. See our companion post on the 7 best AI citation tracking tools and the AEO Tool glossary entry for the framework distinction.
#Should I pick a dedicated AEO platform or an SEO suite with an AI module?
It depends on your existing stack. If you already use Semrush, Ahrefs, or HubSpot, the marginal cost to add their AEO capability is small and the workflow integration with the existing motion saves overhead. If you don't have an SEO suite or marketing platform investment, picking up a full suite just to access AEO functionality adds infrastructure you would not otherwise need. Dedicated AEO platforms (AI-Advisors, AthenaHQ, Otterly, Scrunch, Superlines) are the better fit for teams without an existing platform commitment. Either way, the per-engine measurement methodology applies regardless of which tool you pick.
#Which tools cover Claude, Microsoft Copilot, or Grok specifically?
Claude coverage in the verified set: AI-Advisors (add-on at +$15/mo per platform), AthenaHQ (core), Scrunch (core), Profound (Enterprise tier), Superlines (higher tiers), Otterly (paid add-on), Peec AI (paid add-on). Microsoft Copilot coverage: AI-Advisors (add-on), AthenaHQ (core), Otterly (core), Scrunch (core), Profound (Enterprise), Superlines (higher tiers), Ahrefs Brand Radar (core), Peec AI (available). Grok coverage: AI-Advisors (add-on), AthenaHQ (core), Profound (Enterprise), Superlines (higher tiers), Peec AI (paid add-on). Note Ahrefs Brand Radar's current engine list (AI Overviews and AI Mode, ChatGPT, Perplexity, Copilot, Gemini) no longer surfaces Grok. If your B2B buyer mix puts more weight on these engines than on universal-coverage ChatGPT, the per-engine pricing and tier structure matters more than the headline tier price.
#How often should I re-evaluate this comparison?
Quarterly at minimum. The AEO platform category is moving fast: vendors add engines, change pricing, and sometimes pivot product focus on a 60-90 day cadence. We re-run the full vendor audit every 90 days and update the scoring with the verification date. The comparison was last re-verified 2026-06-27 (6 of the 10 vendors had changed pricing, naming, or engine coverage since the prior audit); the next planned refresh is approximately 2026-09-27. Bookmark the post and check the verification date before relying on the scores. If a vendor disputes a claim in this listicle, the per-claim source map at docs/best-aeo-tools-for-b2b-marketers-source-map-2026-06-27.md documents the verification path so corrections can be cross-checked against the same evidence.
#What questions should I ask each vendor before signing a contract?
Six buyer-protection questions. (1) Which specific LLM model versions do you query for each engine I'm tracking, and do you commit to switching to the platform's new default when one releases? (2) What is the cadence of automated tracking at my contracted tier (daily, weekly, manual on-demand)? (3) How many AI engines are active at my tier, and what does it cost to add more (à la carte versus tier-jump)? (4) Does your platform ship a website AEO audit that scores all three layers (Technical, Content, Authority), or just citation tracking? (5) Can I see a sample of your page-specific recommendations before signing, so I can evaluate the actionability bar? (6) What does your contract say about price increases at renewal? Of these, the model-version answer (question 1) is the dimension most often missing from public copy.
#How does AthenaHQ compare to HubSpot AEO, Scrunch, and Ahrefs Brand Radar?
These four sit in different lanes. AthenaHQ ($295/mo Starter) offers the broadest single-price engine coverage (9 models) and scores 10/10 on our 5-criterion rubric. Scrunch ($250/mo Starter, annual) also scores 10/10 and leads on B2B trust signals: SOC 2 Type II, named customers like Lenovo and Crunchbase, and persona-based prompt sets. HubSpot AEO is the only CRM-native option and the cheapest paid entry ($50/mo standalone, or bundled into Marketing Hub Pro and Enterprise), but it tracks 3 engines (9/10). Ahrefs Brand Radar ($398/mo) is tracking-only with no audit or recommendations, but covers the widest surface mix: 6 AI engines plus YouTube, TikTok, and Reddit (8/10). Pick AthenaHQ for engine breadth, Scrunch for enterprise B2B trust, HubSpot if you already run on HubSpot, and Ahrefs for cross-channel tracking. All four were re-verified 2026-06-27 against each vendor's own pages.
#What is the best AEO tool for mid-market B2B teams?
For mid-market B2B teams, the dedicated AEO platforms cluster at $99-$295/mo and three tie at 10/10 on our 5-criterion rubric. AI-Advisors Growth ($99/mo) is the lowest full-platform entry price, with à la carte engine flexibility, an always-current model policy, and integrated paid plus organic AEO. AthenaHQ Starter ($295/mo) offers the broadest single-price engine coverage (9 models). Scrunch Starter ($250/mo annual) leads on B2B trust signals (SOC 2 Type II, named customers, persona-based prompts). Teams already on HubSpot or Semrush often add their bundled AEO module instead, trading engine breadth for workflow integration. Match the pick to the dimension your procurement weighs most: entry price, engine coverage, trust signals, or stack fit.
Related Reading
- What Is an AEO Tool? Glossary Definition + Sibling Lens vs AEO Bridge
- 7 Best AI Citation Tracking Tools for B2B (2026)
- What Is AEO? The Complete Guide to Answer Engine Optimization
- How to Improve Your AEO Score: A Step-by-Step Guide for Each Category
- Schema Markup for AEO: The Tiered Guide (With Copy-Paste JSON-LD)
