AI revenue layer · Now in beta

AI for every step of your revenue funnel.

From visitor profiling to checkout to recovery to upsell, Comecero AI watches every moment your funnel leaks money and proposes the move that fixes it. Modern cart, pop checkout, global rails, AI on top. Every move waits for your approval.

Cart · Pop Checkout · 40+ acquirers · 100+ currencies·Trained on your data only·SOC 2 · PCI Level 1
The leak

Your payment stack quietly leaks revenue. Comecero AI finds it.

Across mid-market ecommerce and SaaS, three sources of avoidable loss compound every month. Most teams never see them, because no single tool watches all three.

70%
of carts get abandoned before checkout
Source · Baymard, 2026
1 in 5
payments fail at authorization
Source · Optimus, 2026
20–48%
of SaaS churn is involuntary
Source · Baremetrics, ChurnBuster
Today
  • Static cart pages, generic checkout, single PSP
  • Cron-scheduled retries at fixed intervals
  • Annual pricing reviews on gut feel
  • Churn predicted only after the cancel email
  • Distribution channels rolled out one-at-a-time
With Comecero AI
  • Dynamic cart, pop checkout, multi-PSP cascading
  • Predictive retry timing per cardholder + failure mode
  • Continuous pricing experiments, retention-modeled
  • 30-day churn forecast, win-back fired in your CRM
  • Auto-deployed across surface, including AEO/GEO
Architecture

Four layers, one platform.

Comecero AI sits on top of payments, billing, and an integrated ecommerce stack. Adopt just the AI, or run the whole platform.

04
AI

Comecero AI

Optimization & revenue maximization
Smart routingConversion rate optimizationDynamic cartAEO / GEOPredictive recoverySmart dunningRisk ratingPricing recommendationsEntitlement triggersRevenue forecastsVisitor profilingVertical workflowsRapid distribution
03

Integrated Ecommerce & Services

Merchant of Record
Merchant of RecordTax collection & remittanceDisputes, chargebacks, refundsShopping cartsPop CheckoutInvoices & licensesBundles, cross-sells, upsellsLocal payment methodsMatomo & Google Analytics
02

Billing, Reporting & Entitlements

Subscriptions & dashboarding
SubscriptionsUsage, dynamic & credits-based pricingReal-time entitlementsAdmin consolesReceipts & notificationsReporting
01

Payments, Routing & Security

Rails & compliance
40+ acquirersPayment processingPCI DSS Level 1Level 2/3 processingTokenized vault3DS · network tokensDecline-rate minimization
Layer 04 · Routing

Pick the path most likely to approve.

Comecero AI scores every transaction across BIN, country, time, amount, 3DS state, and per-PSP fatigue, then sends it down the route with the highest predicted approval.

  • Live PSP scoring. Refreshed every 5 minutes from your own decline data, not a vendor blackbox.
  • Smart cascading. Soft declines re-route within 200ms to a backup acquirer with a different network token.
  • Cost-aware approval. Never picks the cheapest PSP if it's likely to decline. Never picks the most expensive if a cheaper one will approve.
Read routing docs
decision · 142ms
txn_8bX7
VISA
$129.00•••• 4242US · NY · 3DS exempt
Pred. approval
0.94
Route map
3 candidates
Stripe
winner · −$0.04
0.94
Adyen
cheaper · 0.87
0.87
Worldpay
fatigued
0.81

Routing to Stripe. Highest predicted approval, lowest fee. Saves $0.04 vs the cheapest acquirer.

model v2.4
Layer 04 · Recovery

80% of failed payments are recoverable.
Most teams recover 30%.

Most failed payments fail twice: once with the bank, again with a generic retry. Comecero AI predicts the right time, channel, and amount per failure mode. Industry recovery benchmark with hybrid dunning: 50–90%.

Recovery queue
Comecero AI
Predicted recoverable this week
+$24,180* illustrative
Customer
Reason
Amount
AI plan
Acme CorpPro · annual
Insufficient funds
$2,400
Retry Tue 9am
Lumen Inc.Team · monthly
Do-not-honor
$199
Recovered · alt card
NorthwindEnterprise
Card expired
$8,900
Account-updater
GlobexPro · monthly
Issuer decline
$499
Email + retry Thu
Pricing suggestions
Last scan · 14 minutes ago
3 ready
Plan optimization

Move Team plan from $39 → $44/mo. Retention impact: −0.3%, MRR impact: +$18,400/mo.

Confidence 0.91+$220k ARR
Annual incentive

Add 2-month-free annual toggle to checkout. Predicted annual mix shifts from 18% → 31%.

Confidence 0.84+$96k cash forward
Currency localization

Switch DE/FR/IT visitors to EUR pricing with rounded thresholds.

Confidence 0.78+4.1% conv.
✓ Approved · deployed Mar 14
Layer 04 · Pricing

Find pricing that grows revenue without spooking customers.

Comecero AI runs continuous pricing experiments on cohorts you choose, models retention impact, and surfaces the moves with the best risk-adjusted lift. Nothing ships until you approve.

  • Cohort-aware experiments. never tests on customers >24 months tenure or your top 1% by revenue.
  • Retention-adjusted lift. every suggestion includes the predicted churn cost, not just the upside.
  • Approval-gated deployment. model proposes, your team disposes. Full audit trail per change.
Layer 04 · What the AI does

Eighteen plays. One revenue funnel. Your approval.

Comecero AI watches every step of the funnel: visitor, cart, checkout, payment, recovery, upsell, renewal. It proposes the move that fixes the leak. Nothing ships until you approve.

Comecero AI visitor intelligence dashboard with AEO presence panel
01 · Acquire
Find buyers your competitors miss

Visitor & lead intelligence.

Profile every visitor in real time. Surface in AI answer engines. Roll out to new channels in days, not quarters.

  • User & lead profiling
  • AEO / GEO optimization
  • Rapid distribution rollout
Side-by-side cart preview comparing default and AI-tuned carts
02 · Convert
Stop losing 70% of carts

Dynamic cart & checkout.

AI-tuned cart layout, surfaced upsells, and pop checkout that loads where buyers already are. Mobile-first, 16 languages.

  • Dynamic shopping cart
  • Conversion rate optimization
  • Pop Checkout intelligence
Routing decision card with PSP scores and winning path highlighted
03 · Capture
Win the 1-in-5 that fails

Smart routing + risk.

Score every transaction, route to the path most likely to approve, flag and mitigate defaults before they hit your books.

  • Smart routing for auth-rate maximization
  • Risk rating per transaction
  • Default detection & mitigation
Recovery queue with AI-planned retries per customer
04 · Recover
Recover 80%, not 30%

Predictive recovery.

Retries timed by cardholder. Channel and amount picked per failure mode. Multi-channel dunning that doesn't sound like a robot.

  • Predictive payment recovery
  • Smart dunning & retries
  • Account-updater + alt-card flows
Pricing suggestion card with confidence score and ARR delta
05 · Expand
Grow ARR from existing customers

Pricing & upsell.

Entitlement signals trigger upsells. Continuous pricing experiments with retention modeling. Every move waits for your approval.

  • Entitlement & billing signal triggers
  • Upsell / pricing recommendations
  • Automated pricing system
Revenue forecast chart with AI-influenced and baseline lines
06 · Forecast
Know what's coming

Revenue prediction.

Forecast revenue across the funnel. Estimate the lift of every approved move. Surface auto-identified opportunities, gated by you.

  • Revenue optimization prediction
  • Increase estimation per move
  • Auto-identified opportunities

* Each play is a set of 2–4 AI capabilities. Full feature list in the docs.

Onboarding

30 days from connect to first approved move.

Day 1: connect your stack. Day 14: AI in shadow mode. Day 30: first approved revenue move. Every step gated by you.

01
Day 1

Connect

Plug Comecero AI into your existing PSPs, billing system, and CRM. No replatforming. Average integration time: under a day.

02
Days 2–14

Shadow mode

AI shadows your current routing and dunning, building per-PSP scoring on your real data. Zero traffic flipped. Zero risk.

03
Day 14+

Approve

Suggestions arrive with confidence scores and ARR/MRR projections. Approve one-by-one or set guardrails for auto-deploy.

Verticals

Tuned by vertical.

The same platform, configured for the patterns that actually matter in your category.

Vertical · 01

SaaS subscriptions, automated end-to-end

Plans, trials, proration, dunning, entitlements, paired with predictive routing and AI-driven retention. Replace 4 vendors with one.

Read playbook
01
Plan + checkout
Hosted checkout in 3 lines, multi-currency, multi-PSP routing baked in.
< 1 day to live
02
Trial → paid conversion
Trial-end nudges scheduled at the predicted-best moment per cohort.
+18% trial conv.
03
Failed-payment recovery
Predictive retry windows + account-updater + smart fallback channel.
42% recovered
04
Churn forecast
30-day horizon prediction triggers win-back in your existing CRM.
4× ROI on saves
Built for skeptics

Approval-gated. Shadow-first. Your data only.

We built Comecero AI for teams that have been burned by black-box vendors before.

Sits on your stack

We connect to Stripe, Adyen, Worldpay, and 40+ acquirers. No PSP migration required.

Single-tenant model

Models train on your transaction history only. We never blend across customers. Retrained nightly on your last 90 days.

Every move gated

Suggestions arrive with confidence scores, projected MRR/ARR impact, and a one-click decline. Set guardrails for auto-approval.

Fortune-grade compliance

PCI DSS Level 1 · SOC 2 Type II · audited annually. Card data never leaves the vault.

Questions

Have questions? We have answers.

The fast version, with deeper docs linked from each.

No. Comecero AI sits in front of your existing PSPs. Routing rules can stay exactly as they are; the AI runs in shadow mode for 14 days before you flip any traffic.

Ready when you are

Your first AI move
ships in 14 days.

Create your account and connect your stack. AI runs in shadow mode for the first 14 days, then surfaces the routing, recovery, and pricing wins your team can approve.

No credit cardDeploys in 1 daySOC 2 · PCI Level 1
Live · last hour
comecero/ai
  • txn_8bX7routed → Stripe
    now
    −$0.04
  • Acme Corprecovered failed retry
    12s ago
    +$2,400
  • Team planpricing approved
    1m ago
    +$220k ARR
  • Globexwin-back triggered
    2m ago
    30d horiz.
  • invoice_4d2ftax misclass flagged
    4m ago
    review
  • Lumen Inc.alt-card retry succeeded
    6m ago
    +$199
Comecero AI · model v2.4238 actions · 24h