Most AEO tools don't connect to your CRM. The ones that do mostly stop at GA4. Here's the honest rundown of every option for B2B SaaS teams on HubSpot — and why the field is smaller than you think.
"Integrates with HubSpot" can mean anything from a one-way webhook to true pipeline attribution. Here's what each tool actually offers.
| Tool | HubSpot integration | Citation → contact | Citation → opportunity | Closed-won attribution | Monthly ROI report |
|---|---|---|---|---|---|
| Lantern | Native (OAuth Private App) | ||||
| HubSpot AEO (native) | Lives inside HubSpot | Internal to HubSpot | Yes (within HubSpot) | Limited (no multi-engine prompt depth) | HubSpot reports — not AEO-specific |
| Profound | None native (GA4 only) | ||||
| Peec AI | None | ||||
| Scrunch AI | None | ||||
| AthenaHQ | Shopify-focused; no HubSpot | Shopify revenue only | |||
| Otterly | None | ||||
| Cairrot | GA4 only | ||||
| Goodie AI | None |
Integration data verified against each vendor's documentation as of April 17, 2026. Lantern is HubSpot-native by design; HubSpot AEO is HubSpot's own April 2026 launch.
Most AEO tools were built by people who came out of SEO. SEO-era tools never needed CRM integration because Google handed you the referrer string and GA4 did the rest. AEO is different.
When ChatGPT cites your brand and a buyer reads the answer, three things can happen:
None of these are easy to attribute without HubSpot in the loop. The session itself is hard to identify, the contact is harder, the opportunity stage matchback is harder still. Without a tool that sits at the intersection of (a) prompt-level citation data and (b) CRM-level pipeline data, you're guessing.
This is why 73% of brands running AEO programs cannot connect AI citations to revenue today (Conductor State of AEO/GEO 2026 CMO Investment Report). The category-wide gap is not "we don't track AI well" — it's "we track AI but don't connect it to the CRM where pipeline lives."
Three reasons:
Lantern made the opposite bet: CRM-attached attribution is the only thing that turns AEO from a "brand exercise" into a budget line a CFO can defend. That's the whole product.
"HubSpot integration" is overloaded. Here's what depth tiers look like in practice:
The AEO tool sends a notification to HubSpot when something happens (new mention, new sentiment shift). The notification appears as a HubSpot timeline event but doesn't link to any deal or contact. No tool we tested operates at only Level 1.
The AEO tool matches AI-referred sessions to existing HubSpot contacts (via cookie or email match). You can see "this contact came in via ChatGPT" in HubSpot. Available in: Lantern.
The AEO tool follows the matched contact through HubSpot's deal stages and attributes opportunity creation to the AI citation that originally drove them. Multi-touch attribution model with configurable lookback windows. Available in: Lantern.
The AEO tool ties closed-won revenue back to the AI citations that influenced it across the full deal cycle. Generates a monthly pipeline ROI report ($X pipeline driven by AEO, X.Y× ROI). Available in: Lantern.
Lantern operates at Level 4 — the full chain from citation to closed-won. No other specialized AEO tool reaches Level 4 today. HubSpot's own AEO product operates at Level 4 within HubSpot but lacks the multi-engine prompt-level monitoring depth specialized AEO tools provide.
HubSpot launched their AEO product on April 14, 2026 at Spring 2026 Spotlight, alongside their free AEO Grader tool. This is real news — they're a credible competitor in this space.
Where HubSpot's AEO wins:
Where Lantern wins (vs HubSpot AEO):
For most B2B SaaS teams that already have HubSpot but aren't fully on HubSpot CMS, Lantern + HubSpot is a stronger combination than HubSpot AEO alone. For teams entirely on HubSpot CMS who don't want a second tool, HubSpot AEO is reasonable as a starting point.
OAuth Private App, no engineer required. Lantern handles the attribution methodology — you get a one-page PDF every month for your CMO.
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