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Honest comparison

Glassdesk vs per-resolution AI support agents

Most AI support agents bill you every time they resolve a ticket — $0.90 to $1.50 a pop, on top of your helpdesk. Glassdesk charges one flat price. Here are the real, published numbers, with sources — and an honest look at where the others are ahead.

Last updated 2 September 2026 · Every rate below re-read on each vendor's own pricing page that day (Zendesk: analyst estimates — they don't publish) · Pricing changes often — always confirm before deciding.

$0.90–$1.50Typical per-resolution rate charged by AI support agents
$79–$449Glassdesk's flat monthly price — no per-ticket fee
$701What a 1,000-resolution store saves vs $0.90/resolution, per month

The short version

Automating Tier-1 support on Gorgias comes down to two pricing models:

Glassdesk is flat and it shows its work — every answer carries the passages it cited and a confidence score, so you can audit it instead of trusting a black box.

How to read this: we quote each vendor's own published rate, flag analyst estimates, and call out where rivals genuinely beat us. Spot a stale number? Tell us and we'll fix it.

Price at a glance

The AI-resolution fee on top of your helpdesk, for a store resolving ~1,000 tickets a month.

Tool Pricing model Rate ~1,000 resolutions/mo
Glassdesk (flat) Flat monthly, volume-banded $199/mo Growth (up to 1,000) $199/mo
Gorgias AI Agent (Automate) Per automated interaction* $0.90–$1.00 effective; $1.50 over bundle ~$900/mo*
Intercom Fin Per resolution $0.99 each (industry anchor) ~$990/mo
Zendesk AI agents Per resolution ~$1.50 committed / ~$2.00 PAYG† ~$1,500/mo†
Yuma AI Outcome-based — pay per fully resolved ticket‡ Not published — quote after a demo‡ unpublished‡
MyAskAI Flat bundle + overage $199/mo Pro (1,000), then ~$0.12 $199/mo

*Gorgias bills two line items on every plan — a Helpdesk fee and a separate AI Agent fee — then $1.50 per automated interaction over your bundle (pricing, billing docs). The billed unit is automated interactions, not resolutions, so confirm what counts before comparing. The $0.90–$1.00 shown is the effective in-bundle rate (AI Agent fee ÷ included interactions); real bills run higher with overage. †Zendesk doesn't publish AI pricing — ~$1.50/$2.00 are analyst estimates; verify directly. ‡Yuma publishes no rates at all: "you only pay when Yuma fully resolves a support ticket", with the number given after a personalized demo and qualification (yuma.ai/pricing, 2 Sep 2026) — full head-to-head at Glassdesk vs Yuma.

Per-resolution agents: Gorgias AI Agent, Fin, Zendesk, Yuma

These incumbents are mature and resolve a lot of tickets — but the meter is the catch. At $0.90–$1.50 per resolution, automating 1,000 tickets a month is $900–$1,500 in AI fees alone, and it climbs on your best sales days — the peak-season "success tax" that fills merchant reviews of metered apps. Gorgias sharpens it with the "double-bill": a helpdesk ticket fee and a separate automation fee on the same resolved ticket. Yuma runs the same outcome meter without publishing the rate — you can't budget it from their website at all (we compare them properly in Glassdesk vs Yuma).

Where they beat Glassdesk, honestly: they're battle-tested at enterprise scale, cover channels we don't yet (voice, social DMs, multi-helpdesk), and take actions — Gorgias AI Agent issues refunds and changes orders autonomously, where Glassdesk answers and drafts. That's a real gap, and a deliberate one: we route money-touching actions to a human on purpose.

Where Glassdesk wins: a predictable bill for a growing SMB, plus a transparency panel none of them ship — the cited passages and confidence score behind every reply. Gorgias AI Agent's own settings docs let you set its tone and tagging, but carry no confidence threshold and no source citations.

MyAskAI: the other flat option

MyAskAI is the closest thing to Glassdesk in the marketplace — a flat bundle, more languages, automated actions, and a public review history we don't have yet. Credit where it's due, and there's more of it: they offer a 60%-AI-resolution-or-your-money-back guarantee, a 30-day free trial with no card (ours is 14 days and asks for one), and SOC-2 Type II on their Scale plan. We don't match any of those three today.

On price, we'll give you the honest split rather than a headline. At 1,000 a month we are level: their pricing page starts at $199 for 1,000 conversations and our Growth tier is $199 for 1,000 resolutions — the same number, and we won't pretend otherwise. At the top tier we are genuinely ahead: our $449 Scale includes 3,000 resolutions where their $499 Scale includes 2,000 — cheaper and half again the volume. But if you are choosing between us on price alone at the middle tier, there is nothing in it. On trust there is: their most common complaints are accuracy — "irrelevant" answers — with no citations, confidence scores, or evals. That gap is what Glassdesk was built to close, and it is the honest reason to choose us here.

⚠️ Heads-up if you found them through the Gorgias marketplace: that listing advertises "Pro – $99/mo (1,000+ tickets/mo)", but their own pricing page charges $199/mo for that plan. We checked both on 1 August 2026 and the gap was still there. Budget from their pricing page, not the listing.

Where Glassdesk is different

Eight things a flat, transparent agent gives you that a metered black box can't.

Flat price, no success tax

$79 / $199 / $449 a month. A busy month costs the same as a quiet one — Starter and Growth hard-cap; Scale adds $0.15 per resolution past its included 3,000, disclosed up front.

No metering unit on the plans most merchants buy

Per-usage agents bill by a unit they define — "interactions," "resolutions" — from the very first ticket. Starter and Growth hard-cap instead, so there is nothing to count, reconcile or dispute; Scale meters only past its included resolutions, at a rate published up front.

Every answer is cited & scored

You see which help-center passages the reply used and how confident it was — a glass box, not a black box.

Accuracy proven before launch

It scores itself on a generated eval suite — including prompt-injection and forged-policy attacks — and shows you the number before going live.

Escalates, never guesses

Low confidence, refunds, legal, or angry tickets skip the AI and go straight to a human — by design.

Reads the room

Every ticket is scored for frustration. Set a threshold and an upset customer goes to a person even when the AI knows the answer.

Shadow mode first

It drafts internal notes on real tickets so you can watch it work before you ever flip on auto-send.

Bundled, not nickel-and-dimed

Thank-you auto-close is a $79/mo app on the marketplace — when a customer reopens a solved ticket just to say thanks, we close it for you. Multilingual replies, analytics and knowledge-gap insights are in there too. All included, none of them add-ons.

Capabilities, side by side

Where Glassdesk leads — and, honestly, where the incumbents still do.

Capability Glassdesk Per-resolution
Gorgias · Fin · Zendesk · Yuma
MyAskAI
Flat, predictable price
Every reply cites its sources
Confidence score + escalation thresholdvaries
Accuracy eval before go-live
Escalates on customer frustrationvaries
Shadow mode before auto-sendvaries
Thank-you auto-close (sold separately at $79/mo)
Autonomous actions (refunds, orders)by design ✗
Voice & social channels
Public review track recordnew

Competitor capabilities from public docs and marketplace listings, July–September 2026 — verify current features directly. "—" = not offered or not documented; "varies" = differs by vendor.

Which should you pick?

See it grade itself before you commit

Point Glassdesk at your help center and it grades itself before going live. 14-day free trial, one flat price, never a $0.90 success tax — cancel anytime.

Start my flat-rate trial

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