HubSpot & AI Lead Scoring — 2026
Does HubSpot have predictive lead scoring? Yes — on Enterprise.
HubSpot's blackbox ML model scores known CRM contacts, but it skips anonymous visitors and requires an Enterprise plan. Here's how it works — and where Catch before they bounce fits.
Direct answer
HubSpot does offer predictive lead scoring. It uses machine learning to analyze your contacts and predict the probability they will close as customers within 90 days. However, it is only available on Marketing Hub Enterprise and Sales Hub Enterprise. It is a blackbox model — you cannot see how individual signals contribute to the score — and it only scores contacts already in your CRM, not anonymous website visitors.
What HubSpot predictive scoring actually does.
HubSpot's model outputs two properties for every contact:
The model ingests page views, email engagement, form submissions, social clicks, CRM activities, meeting bookings, firmographic data from Breeze, and your own account profile. Because HubSpot uses blackbox machine learning, the exact weight of each signal is not exposed. The scores update automatically as contact behavior changes.
Where HubSpot scoring falls short.
No anonymous visitors
The model only scores contacts already in your CRM. A first-time visitor on your pricing page gets no score at all.
Enterprise-only pricing
Not available on Starter, Professional, or free CRM. Enterprise plans start around $3,600/month per hub.
Blackbox model
You cannot audit which signals drive a score or adjust their weights. The model trains on HubSpot's aggregated logic, not just your data.
Requires deep CRM history
The model needs substantial historical conversion data, firmographic enrichment, and email activity to produce reliable predictions.
Predictive lead scoring: HubSpot vs. Catch before they bounce.
| Feature | HubSpot | Catch before they bounce |
|---|---|---|
| Predictive lead scoring (AI) | Yes — blackbox ML | Yes — transparent 0–100 |
| Available plans | Enterprise only | All plans ($5/mo) |
| Anonymous visitor scoring | No | Yes — real-time |
| Ranked hot-lead dashboard | Contact priority tiers | Yes — 0–100 ranked |
| Real-time session scoring | No (batch/CRM-based) | Yes |
| Model transparency | Blackbox — no audit | Signal-based, explainable |
| Requires CRM history | Yes — extensive data needed | No — learns from day one |
| Session replay tied to score | No | Yes, sorted by intent |
| Starting price | ≈$3,600/mo (Enterprise) | $5/mo |
HubSpot pricing reflects public Enterprise list pricing (2026). Catch before they bounce is available on all plans with no tier restrictions.
How Catch before they bounce scores intent.
Catch before they bounce runs a lightweight machine-learning pipeline on every website session — known or anonymous. It learns from behavioral signals and historical outcomes on your site, then surfaces hot leads in real time.
01
Collect signals
Page depth, pricing-page dwell time, return visits, scroll velocity, referrer quality, and session cadence.
02
Train the model
Catch before they bounce learns which signal patterns precede conversions on your site. The model retrains automatically as outcomes accumulate.
03
Score & surface
Every new session gets a 0–100 intent score. Hot leads appear in a ranked dashboard with replay links.
When to use which.
Use HubSpot when…
- — You already run Marketing or Sales Hub Enterprise.
- — Your database is full of known contacts with rich CRM history.
- — You want CRM-native scoring for nurture and deal prioritization.
- — You need scoring integrated with workflows, sequences, and pipelines.
Use Catch before they bounce when…
- — You need to score anonymous visitors in real time.
- — You want a 0–100 intent score with a ranked hot-lead dashboard.
- — You care about identifying high-intent sessions, whether you sell B2B, e-commerce, SaaS, services or high-ticket consumer products.
- — You want scoring tied to replay, not buried in CRM fields.
Learn how predictive lead scoring works, or read about lead scoring criteria by industry.
FAQ.
Does HubSpot have predictive lead scoring?+
Yes — but only on Marketing Hub Enterprise or Sales Hub Enterprise. HubSpot's predictive model analyzes known contacts (not anonymous visitors) and outputs a Likelihood to close percentage and a Contact priority tier (Very High, High, Medium, Low). It is a blackbox model: you cannot see exactly which signals drive the score.
Can HubSpot score anonymous website visitors?+
No. HubSpot's predictive lead scoring only works on contacts already in your CRM. It requires firmographic data, email engagement history, and CRM activity. It cannot score a first-time anonymous visitor browsing your pricing page in real time. Catch before they bounce fills this gap by scoring every session — known or anonymous — as it happens.
How much does HubSpot predictive lead scoring cost?+
It is included in Marketing Hub Enterprise and Sales Hub Enterprise. Enterprise pricing starts at roughly $3,600/month per hub (2026 public pricing). It is not available on Starter, Professional, or free CRM plans. Catch before they bounce starts at $5/month and does not require an Enterprise contract.
What data does HubSpot's predictive model use?+
HubSpot analyzes page views, email opens/clicks, form submissions, social clicks, CRM notes, meeting bookings, lifecycle stage, days since last contact, company revenue, employee count, technologies used, and your own account's firmographic profile. Because it is blackbox ML, you cannot audit how each input weights the final score.
What is the difference between HubSpot and Catch before they bounce scoring?+
HubSpot scores known CRM contacts with a blackbox model tied to your CRM data and enterprise subscription. Catch before they bounce scores every website session in real time — anonymous or known — with a transparent 0–100 intent score and a ranked hot-lead dashboard. HubSpot answers 'which contact in my database is most likely to close?'; Catch before they bounce answers 'which visitor on my site right now is hottest?'
Can you use HubSpot and Catch before they bounce together?+
Yes. Many teams use Catch before they bounce to identify and score anonymous visitors in real time, then push the hottest leads into HubSpot CRM for follow-up. HubSpot handles nurture, deal tracking, and email automation; Catch before they bounce handles real-time intent detection and session prioritization.
Discover the product
AI-first analytics.
Catch before they bounce identifies your highest-intent anonymous visitors, drafts the outreach, and ties each lead back to real revenue — all in one AI-first analytics platform.
See AI-first analytics