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LLMrefs logo

LLMrefs

Approaching Agent-Ready
Agent-Ready SaaS Index · llmrefs.com · scored 2026-05-09 · rubric v2.0
Score 62 / 100
Seo
Free tier
Self-serve checkout
Public API

LLMrefs scores 62/100 on xpay's Agent-Ready Index v2: partial pricing visibility; self-serve checkout is available; usage-based / per-token pricing is published; a free entry path exists.

See LLMrefs pricing summaryLive pricing page
Pricing
LLMrefs pricing
As of 2026-05-09 · llmrefs.com/#pricing
Free
Free
Free account access
All in One
$79/mo
flat
Track 500 prompts
Access all AI search engines
Weekly AI visibility reports
Export CSV and API access
Unlimited team members
Score breakdown · rubric v2.0
How LLMrefs scores on the agent-ready dimensions

Public pricing visibility

15 / 15

Self-serve checkout

15 / 15

Public API + docs

0 / 20

Usage-based / metered pricing

13 / 20

Free entry path

7 / 7

No sales call required

7 / 7

Card / wallet / x402 payment

5 / 6

Machine-readable bonus (MCP / OpenAPI)

0 / 10

Total
62 / 100
Effective pricing
What it actually costs at typical scale
Small team using All in One plan
$79/mo
· All in One tier selected· No additional usage beyond included 500 prompts
Confidence: high
Agent purchase verdict
Can an autonomous agent transact here?
Human-assisted
LLM score: 60/100

Can create account

Yes

Can enter payment method

Yes

Can upgrade plan

Yes

Can buy more usage

Yes

Can cancel online

Yes

Payment methods

card

Human approval recommended

No

Pricing transparency

full

Purchase motion

self_serve

Demo required

No

Quote required

No

Annual commit required

No

Auto-renewal mentioned

No

Cancellation policy visible

Yes

Refund policy visible

No

Invoice payment available

No

Purchase orders supported

No

MSA required

No

DPA available

No

Security review required

No

Trial

7 days (no card)

Competitive intel
Positioning & ecosystem
Headline

“Grow your brand's visibility in AI search”

Buyer persona

smb
mid market
agency

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

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.
  • A free tier exists, lowering the bar for an agent builder to prototype before committing budget.
◐ 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.
  • PPU requires account creation and an issued API key; a fully unauthenticated agent purchase is not yet supported.
  • No /.well-known/ai-pricing.json or equivalent machine-readable pricing manifest is published — agents must rely on HTML scraping.
One-line fix
How LLMrefs 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

Grow your brand's visibility in AI search — Track keyword rankings, citations, benchmark competitors & optimize AI SEO for ChatGPT, AI Overviews, Perplexity

tier_count

2

lowest_paid_entry_usd

79

free_tier

true

free_tier_terms

null

per_unit_price

null

annual_required

false

self_serve_paid_tiers

1

sales_only_tiers

0

public_api_docs_url

https://llmrefs.com/docs/getting-started

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: Grow your brand's visibility in AI search
CTAs (40): LLMrefs · AI Search Visibility · Tools · Blog · Pricing · Sign in · Create Free Account · Search · 🇺🇸United States · Export CSV · Share · Rankings
Price tokens (1): $79/monthLimited time onl
LLMrefsAI Search VisibilityToolsBlogPricingSign inCreate Free AccountAI Search VisibilityToolsBlogPricingAI Search AnalyticsGrow your brand's visibility in AI searchTrack keyword rankings, citations, benchmark competitors & optimize AI SEO for ChatGPT, AI Overviews, PerplexityKeywordbest womens running shoesSearchNo credit card requiredTrusted by Marketers, SEO's & Industry LeadersLLM SEO TrackerAI SEO visibility made simpleWith LLMrefs you track keywords, not prompts, helping brands, agencies & SEOs with the transition from traditional search to GEO.Keyword: your keyword🇺🇸United StatesExport CSVShareRankingsPrompts (25)SourcesSearch volume: 1,000,000/moBrand rankingsOverview of all brands & visibility for this keywordAI Search EnginesRankBrandShare of VoiceSoVPositionPosCitations#11YYour Brand100%1.010URLs#21CCompetitor40%2.01URLAnalyze every AI search engineUnderstand and optimize your real-time LLM SEO visibility inside ChatGPT & more. LLMrefs gives you full coverage across all major generative AI models with geo-targeting across 20+ countries and 10+ languages. All search engines Global coverage“LLMrefs is one of the only accurate tools on the market that allows you to track keywords you want to be mentioned for on AI, and it gives you content gaps!”Dan FrancisOwner of Level Up LeadsOpenAI ChatGPTOpenAI ChatGPT SearchGoogle AI OverviewsGoogle AI ModeGoogle GeminiPerplexity AIAnthropic ClaudexAI GrokMicrosoft CopilotMeta AIDeepSeek AIAnswer EnginesChatGPTAIOPerplexityGem…
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Are you LLMrefs? Something off in this listing?
Agent-Ready Spec
LLMrefs
Approaching Agent-Ready

62

/ 100 (rubric v2.0)
Category

Seo

Pricing model

Not advertised

Tier count

2

Free tier

Yes

Lowest paid entry

$79/mo

Self-serve / sales-only tiers

1 / 0

Public API docs

Public

Anonymous purchase path

No

Machine-readable pricing

Not published

Last refreshed

2026-05-09

Pricing intelligenceInsights extracted from llmrefs.com/#pricing
Pricing model

Tier-based subscription

Agent-purchase verdict
Human-assisted
60/100 · v2.1
Canonical answer

LLMrefs pricing starts at $0/mo for the free plan and $79/mo for the All in One plan; paid plans up to $79/mo. Billed monthly.

Cheapest entry

Free plan (Free)

Actions
Open live pricing page
Verdict reflects Approaching Agent-Ready status under rubric v2.0. Source observed at https://llmrefs.com/#pricing.
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
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