Different problems they solve
Drift was built around sales qualification. Visitors land on your site, the bot qualifies their intent, scores them, books a meeting or files for review. The optimisation target is "qualified leads in the pipeline".
Intercom Fin was built around support deflection. Customers (typically existing) ask questions; Fin uses your knowledge base to answer; if the answer is good enough, no human handles the conversation. The optimisation target is "tickets resolved without a rep".
The two overlap (both are AI in a chat widget) but the success metrics are different. Choosing the wrong tool here means your AI is optimising for the wrong outcome and your team will not trust the results.
The pricing math (50, 500, 5000 resolutions)
Intercom Fin is $0.99 per resolution plus seat fees ($29-$139 per seat per month). Three scenarios:
| Volume/month | 3 seats | 10 seats | LeadingPilot at same volume |
|---|---|---|---|
| 50 conversations | ~$220 | ~$640 | €10 (50 credits) |
| 500 conversations | ~$680 | ~$1,090 | €100 (800 credits) |
| 5,000 conversations | ~$5,180 | ~$5,590 | €500 (6,000 credits) × 4-5 packs |
Note that "resolution" and "qualified lead" are not the same unit. Fin\'s 1 resolution could be a 3-message FAQ deflection; LeadingPilot\'s 1 qualified lead is a 5-turn scored conversation. The comparison is rough, but the order of magnitude is correct.
When the migration makes sense
- Your inbound is genuinely 60%+ support questions, not sales inquiries.
- You already use Intercom Inbox for support. Fin is a one-click addition.
- Your team values a single unified inbox over a tool that does sales-qualification deeply.
- You have a strong help-centre or knowledge base for Fin to learn from.
- Your monthly conversation volume is below 500 (above that, Fin\'s economics get rough).
When it is a bad swap
- Your Drift use case was qualifying sales leads. Fin will deflect them, which is the wrong outcome for a sales lead.
- You do not have Intercom Inbox today; Fin alone costs more than the sum of LeadingPilot + Boei + a separate help-centre tool.
- You have high inbound volume and the per-resolution cost compounds against you as Fin gets better.
- You need ICP-specific scoring rubrics. Fin does not natively express them.
Two customer profiles in detail
Profile A: SaaS support team. Migration works.
A 12-person B2B SaaS, 2,000 monthly active users, ~300 support conversations per month with the long tail being "how do I reset my API key", "what does this error mean", "is there a free trial". They used Drift mostly because someone signed it in 2022; they never built deep Playbooks. Fin migration: rebuild knowledge base in Intercom (1 week), turn on Fin, see deflection rate of 65% in month one. ROI: positive in month 3.
Profile B: Agency client intake. Migration fails.
An 8-person digital agency, ~80 inbound form submissions per month, most asking "can you do branding for SaaS companies, budget €40K, 6-week timeline". They used Drift\'s agency-intake Playbook to score and book. Fin migration: Fin tries to deflect to a knowledge-base article ("we offer branding services for SaaS, see our case studies"), which is the opposite of what they want. Sales leads stop converting. Two months later they migrate to LeadingPilot.
The two profiles describe roughly equal-sized populations of former Drift customers. Pick the one that actually matches your inbound, not the one your account team pitched.

