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  7. Veritone Discovery

Veritone Discovery logo

Veritone Discovery

Not Agent-Ready Yet
Agent-Ready SaaS Index · veritone.com · scored 2026-05-06 · rubric v1.1
Score 32 / 100
Product Analytics
Public API

Veritone Discovery publishes a pricing page with 2 discoverable plan tier(s). No per-unit price was found on the page; an agent has no direct way to estimate the cost of a single task. All advertised paths route to a sales conversation rather than a self-serve checkout. Public API documentation is reachable without an auth wall.

See Veritone Discovery pricing summaryLive pricing page
Pricing snapshot
Enterprise AI for the Data Economy. — Tokenizing unstructured data into intelligence, and intelligence into impact.
As of 2026-05-06 · derived from www.veritone.com/applications/essentials/
Enterprise

Contact sales

Snapshot rendered from xpay's extracted pricing signals. The full tier list lives on the live page — see source link above.
Score breakdown · rubric v1.1
How Veritone Discovery scores on the agent-ready dimensions

Public pricing

15 / 15

Usage-based / metered

0 / 25

Self-serve checkout

0 / 15

Public API

15 / 15

Low / no minimum

0 / 10

Unauth automated payment

0 / 10

Bonus (machine-readable pricing)On top of /100 base

0 / 5

Total
32 / 100
Agent purchase verdict
Can an autonomous agent transact here?
Sales-gated
LLM score: 0/100

Can create account

No

Can enter payment method

No

Can upgrade plan

No

Can buy more usage

No

Can cancel online

No

Payment methods

Unknown

Human approval recommended

Yes

Pricing transparency

contact_only

Purchase motion

sales_led

Demo required

Unknown

Quote required

Unknown

Annual commit required

Unknown

Auto-renewal mentioned

No

Cancellation policy visible

No

Refund policy visible

No

Invoice payment available

Unknown

Purchase orders supported

Unknown

MSA required

Unknown

DPA available

Unknown

Security review required

Unknown

Competitive intel
Positioning & ecosystem
Headline

“Enterprise AI for the Data Economy.”

Buyer persona

enterprise

Agent purchase simulation
Six-step check: can an agent actually buy from Veritone Discovery?
✓

Discover price

◐

Select a plan

✗

Pay per task

✗

Avoid a sales call

✗

API docs without auth

✗

Estimate cost upfront

Analysis
Pros and cons for AI agents
Observational summary written by xpay from the signals captured on 2026-05-06. Not a review of the product — only of its current pricing posture for agent buyers.
✓ For an AI agent
  • Pricing is publicly visible on an indexable page — agents can read tiers without scraping past auth.
◐ Opportunities for the provider
  • No per-unit price was advertised, so an agent has no way to estimate the cost of a single task.
  • All advertised tiers route to a sales contact form; an agent cannot complete a purchase autonomously.
  • API documentation is gated or absent; an agent cannot inspect the integration surface without authentication.
  • No /.well-known/ai-pricing.json or equivalent machine-readable pricing manifest is published — agents must rely on HTML scraping.
One-line fix
How Veritone Discovery could lift its score

Add a per-unit price (e.g. $X / 1K calls) to the pricing page so an agent can compute its own cost before committing.

pricing_visible

true

headline_phrasing

Enterprise AI for the Data Economy. — Tokenizing unstructured data into intelligence, and intelligence into impact.

tier_count

2

lowest_paid_entry_usd

null

free_tier

false

free_tier_terms

null

per_unit_price

null

annual_required

false

self_serve_paid_tiers

0

sales_only_tiers

1

public_api_docs_url

https://www.veritone.com/aiware/enterprise-ai-platform/

api_docs_auth_walled

false

ai_pricing_json_present

false

agents_txt_present

false

anonymous_purchase_path

false

per_unit_classification

null

usage_headline_present

false

custom_tier_present

true

agent_friendly

{"ai_pricing_json":false,"agents_txt":false,"llms_txt":true,"sitemap_xml":true,"mcp_server_card":false,"agent_skills_index":false,"x402_supported":false}

View raw extracted page text →
Page heading: Enterprise AI for the Data Economy.
CTAs (22): Connect with us · Watch now · Previous · More about Commercial · Learn more · More about Public Sector · More about Talent Acquisition · Explore other industries · Next · Let’s get started · Read our philosophy · Follow for more
Price tokens (1): $70
Enterprise AI for the Data Economy.Tokenizing unstructured data into intelligence, and intelligence into impact. Connect with usWatch nowBuilding the future, one token at a time.Transform unstructured video, audio, and text into AI-ready tokens that power smarter models, automated workflows, and measurable business outcomes.CommercialPublic SectorTalent AcquisitionOther industries PreviousGet more from your media.Your audio and video content holds immense value—but its full potential remains untapped if it’s unstructured, unsearchable, or difficult to access. Most organizations don’t treat media as data, creating inefficiencies and missed opportunities—Veritone changes that. More about CommercialHubbard Radio St. Louis Using AI to prove performance, earning $70K. ATTRIBUTIONINSIGHTSLearn moreLess taskwork, more time to serve.Automate lengthy and tedious manual processes with powerful AI solutions made for law enforcement agencies and legal teams. Veritone’s AI for the public sector can save hundreds of hours so they can spend more time keeping communities safe. More about Public SectorPasadena Police Department See how the Pasadena Police Department turned two weeks of redaction time into two days with AI. PUBLIC SAFETYPRODUCTIVITYLearn moreSuperhuman Resources start here.Empower your talent acquisition team to find the best-fit candidates even faster with AI tools that optimize ad spend and hiring workflows. This is hiring as you’ve never seen it before. More about Talent Ac…
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Agent-Ready Spec
Veritone Discovery
Not Agent-Ready Yet

32

/ 100 (rubric v1.1)
Category

Product Analytics

Pricing model

Enterprise AI for the Data Economy. — Tokenizing unstructured data into intelligence, and intelligence into impact.

Tier count

2

Free tier

No

Lowest paid entry

Sales-led

Self-serve / sales-only tiers

0 / 1

Public API docs

Public

Anonymous purchase path

No

Machine-readable pricing

Not published

Last refreshed

2026-05-06

Pricing intelligenceInsights extracted from www.veritone.com/applications/essentials/
Pricing model

Sales-led pricing

Agent-purchase verdict
Sales-gated
0/100 · v2.1
Cheapest entry

Contact sales · sales-led

Actions
Open live pricing page
Verdict reflects Not Agent-Ready Yet status under rubric v1.1. Source observed at https://www.veritone.com/applications/essentials/.
Agent-friendly features2 of 7 present
Discovery files and protocols
Side-channel signals — informational, not part of the score. Each protocol is independent; adoption signals the publisher is thinking about agent buyers.

ai-pricing.json

agents.txt

llms.txt

sitemap.xml

MCP Server Card

Agent Skills

x402 / MPP

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CompanyAgentically Inc. (d/b/a xpay✦)1875 Mission St, Ste 103San Francisco, CA 94103, United Stateslegal@xpay.sh · privacy@xpay.sh
or ask your AI app
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