COMPARISON · APRIL 2026

Podium learns from what you tell it.
Gladius learns from what works.

Podium launched Jerry 2.0 on GPT-5.1 with a 60-second natural-language coaching pitch. Here's the part their PR didn't mention: coaching instructions aren't outcome attribution. One learns from what managers say. The other learns from what closes deals.

The GPT-5.1 headline — and what it actually buys you

A better base model is table stakes. What matters is what surrounds the model: the signal taxonomy, the archetype system, the bandit, the outcome graph, the memory.

130+

Signals Gladius detects that Podium doesn't

EN + Spanish (5 regional registers) + Voss / Cialdini / SPIN patterns. The model is the same. The context isn't.

Every night

Gladius runs pattern mining + Thompson Sampling

Winning phrases get reinforced automatically. Losers get pruned. Jerry 2.0 waits for a manager to type a coaching note.

0

Public pricing on Podium's website

Removed. G2 reviews flag 3× cost vs competitors + hidden 10DLC + phone-seat charges + 30-day cancellation traps.

Gladius BDC vs. Podium Jerry 2.0

Feature parity on the basics. Category-defining gaps on the differentiators.

Capability
Podium Jerry 2.0
Gladius BDC

Where we're even

Texting AI
Yes
Yes
Voice AI
Yes (but see complaints)
Yes (Vapi stack)
Email AI
Yes
Yes (Resend)
Web chat
Yes
Yes
Review management
Yes (core product)
No (not our fight)

Where Gladius wins decisively

Self-learning prompt bandit (Thompson Sampling)
No — coaching-instruction-based
Yes — outcome-based, nightly
Signal detection taxonomy
Not disclosed
130+ patterns (Voss / Cialdini / SPIN)
Customer archetype classification
No
16 archetypes (11 + 5 cultural)
Conversation temperature (live 0-100)
No
Yes (operational metric)
Deal DNA extraction
No
Yes — clusters winning patterns, matches live
Sentiment velocity (momentum, not state)
No
7 tactical zones
Objection genome (self-improving)
No
30 sub-causes × 16 archetypes
Revenue attribution per conversation
Marketing claims, no UI
Real ROI per convo, cost tracking
Show rate maximizer (archetype-aware)
No
Yes — 7-factor prediction, 3 cadences
Conquest intelligence (competitor counter-scripts)
No
9 competitor profiles, FTC-safe
Rep reputation graph
No
Per-rep × archetype × objection win rates
Semantic memory (few-shot from wins)
No
pgvector retrieval
Customer facts memory ("you mentioned Tuesday")
Partial
Persistent JSON, re-injected every turn
Coaching policy guardrails (TCPA / 988 / ADA)
No
Hardcoded — managers can't train the AI to drop opt-out
Immutable audit trail
No
Every AI decision logged
Spanish + regional registers
Not featured
5 registers (MX / CARIB / CENAM / COL / SA)
Pricing transparency
Removed from website
Published: $1,497 / $2,497 / $4,997
Knowledge curriculum (SOPs, closes, F&I, service bridge)
No
7 curated files, injected per turn

Where Podium wins (and we admit it)

Google Reviews solicitation flywheel
Yes (their origin product)
No — not a reviews platform
Payments-over-text (Podium Payments)
Yes
On roadmap
Existing OEM partnership (FordDirect)
Yes (2026)
Coming
FROM THE PUBLIC RECORD

What dealers actually say about Podium

Voice AI double-books appointments. We had two customers show up for the same 10am slot three weeks running.

G2 Reviews · 2026

Pricing is 3× comparable platforms with less reliability. Hidden 10DLC and phone-seat charges add hundreds a month.

Business.com · March 2026

Rigid contracts with 30-day cancellation notices that auto-renew. Billing disputes went unresolved for months.

BBB Complaints

AI sends false information even after retraining. Aggressive sales tactics including spoofing local numbers.

SocialPilot Review · 2026

Podium is a reviews tool that bolted on an AI agent. The DNA is wrong for BDC work — it shows up in the corners.

DealerRefresh forum

Sources: public reviews on G2, Trustpilot, BBB, and DealerRefresh as of April 2026. Podium is a real company with real customers — we're not here to trash them, we're here to be honest about tradeoffs.

The money math

Podium (typical rooftop)

$1,500+/mo

Before 10DLC + phone seats + AI agent add-ons

  • Base plan + agent add-on
  • +$25-30/user/mo phone seats
  • +$500/location 10DLC fee
  • Annual contract, 30-day cancellation
Gladius Growth (typical rooftop)

$2,497/mo

All-in. Published. No hidden fees.

  • Unlimited conversations
  • 10DLC included
  • Unlimited users
  • 120-day pilot, 90-day money-back guarantee

The sticker price looks similar. The part Podium won't quote you publicly is the line-item reality once you add seats, 10DLC fees, and the AI agent upsell. Call their sales team. Then call ours. We'll tell you the price in the first email.

THE VERDICT

Podium is a reviews platform with AI bolted on.
Gladius is an AI BDC built from the engine up.

Both look similar on a sales slide. In production, the product DNA shows. If you want Google Reviews, buy Podium. If you want an AI that closes appointments, sets your show rate to 71%, protects your CSI, and gets measurably smarter every single night — that's a different company.

Side-by-side trial.
Let the numbers decide.

Run Podium on 50% of your leads. Run Gladius on the other 50%. Compare set rate, show rate, and cost per appointment after 30 days. We'll wait.

This page compares Gladius BDC with Podium's Jerry 2.0 AI agent launched January 22, 2026. Podium is a trademark of Podium Corp, Inc. We have no affiliation.

// ONE ROOFTOP PER REGION · FOUNDER CELL 813-442-0253