
Usertold
Design in-product voice interviews, review source-linked evidence and push work to GitHub or Linear.
What it does
The specific capability behind this listing, and where to get it.
Usertold
Design in-product voice interviews, review source-linked evidence and push work to GitHub or Linear.
Official Usertold links
Pricing & plans
Observed public pricing for Usertold, benchmarked against comparable providers. Plans, tiers, history and scenario below.
$0.15 /minute
This plan sits close to the comparable median.
No monthly-comparable cohort to benchmark this plan against yet.
Why Agentery reaches that view
price_benchmarkNot monthly-comparable.
get_provider_profile · plan historyper minute observed 2026-10-13.
pricing recommendationPercentile unavailable for this basis.
confidenceSource page rechecked daily.
Test a different price for this plan.
Move the proposed monthly price. Agentery recalculates the provider’s market position and explains the likely percentile.
Is Usertold good value?
How its price compares with genuinely comparable providers.
Not enough evidence yet to call it good — or poor — value.
Too few comparable providers at the same buyer tier and billing unit to benchmark this price honestly.
Check capability before deciding
Compare capability, compatibility and operational cost against the few observed peers — Agentery keeps the price status explicit and never invents a verdict.
Usertold's local market
Nearest products by what they do — a different cohort from the buyer-tier benchmark above.
See the MCP response behind this page · get_provider_profile()
See the MCP response behind this pageget_provider_profile (get_agent_profile remains a callable alias)
{
"agent_id": "usertold",
"name": "Usertold",
"url": "https://usertold.ai",
"logo": "https://agentery.com/logos/CP-N3YAPV-128.png",
"niche": null,
"category": null,
"short_summary": "Design in-product voice interviews, review source-linked evidence and push work to GitHub or Linear.",
"task_performed": "Design in-product voice interviews, review source-linked evidence and push work to GitHub or Linear.",
"inputs_accepted": [],
"outputs_produced": [],
"integrations_available": [
"MCP",
"GitHub",
"Linear"
],
"protocols_or_interfaces": [
"MCP"
],
"industry_fit": [
"developer tools"
],
"autonomy_level": "infrastructure",
"human_approval_needed": "unclear",
"pricing_model": "unclear",
"price": {
"observed": true,
"billing": "usage",
"source_kind": "vendor",
"currency": "USD",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "$0.25 per minute; $0.15 per minute (usage-based)",
"commercial": {
"rates": [
{
"line": "Managed AI",
"per": "per minute",
"text": "$0.25 per minute"
},
{
"line": "BYOK",
"per": "per minute",
"text": "$0.15 per minute"
}
],
"currency": "USD",
"lines": [
{
"name": "Managed AI",
"price": "$0.25 / recorded minute",
"kind": "usage_rate",
"unit": "minute",
"billed": "usage"
},
{
"name": "BYOK",
"price": "$0.15 / recorded minute",
"kind": "usage_rate",
"unit": "minute",
"billed": "usage"
}
]
},
"summary": "$0.25 per minute; $0.15 per minute (usage-based). UserTold charges usage-based fees of $0.25 per recorded minute with managed AI or $0.15 per recorded minute when using your own OpenAI key, with no subscription or per-interview minimum.",
"confidence": "high",
"source_url": "https://usertold.ai/pricing",
"checked_at": "2026-10-13T03:02:15.138Z",
"amount": null,
"display": null,
"plans": [
{
"name": "Managed AI",
"price": "$0.25 / recorded minute",
"usage": true,
"period": "usage",
"persona": "individual",
"highlights": [
"Inference included",
"Billed on exact recorded duration",
"No subscription or per-interview minimum"
],
"price_annual": null
},
{
"name": "BYOK",
"price": "$0.15 / recorded minute",
"usage": true,
"period": "usage",
"persona": "individual",
"highlights": [
"User provides OpenAI key",
"OpenAI inference billed separately",
"Billed on exact recorded duration"
],
"price_annual": null
}
],
"source": "render+llm"
},
"trust_or_rating_signal": [],
"evidence_quality": "medium",
"entity_type": "infrastructure",
"regulated_data_suitability": "unclear",
"evidence_urls": [
"https://usertold.ai"
],
"last_checked": "2026-08-29",
"how_to_connect": {
"website": "https://usertold.ai",
"docs": null,
"mcp": null,
"a2a": null,
"api": null,
"protocols": [
"MCP"
],
"install": null,
"repository": null,
"note": "Speaks MCP but publishes no endpoint we could verify — check the docs/website."
},
"deployment": {
"model": "hosted",
"both_offered": false,
"hosted_endpoint": null,
"install": null,
"note": "Vendor-hosted connector: connect to the published endpoint; nothing to install.",
"evidence": {
"sources": [
"plan_name:hosted"
],
"excerpt": null,
"url": "https://usertold.ai/pricing",
"observed_day": "2026-10-13",
"age_days": 0,
"hosted_evidence": "plan \"Managed AI\"",
"rule": "deploy-v1"
}
},
"licence": {
"name": null,
"note": "No named licence found in the retained page text or source attributes. A public repository alone does not establish an open-source licence.",
"evidence": null
},
"evidence_checks": {
"price": {
"source_url": "https://usertold.ai/pricing",
"last_observed_day": "2026-10-13",
"age_days": 0,
"verified_day": "2026-10-13",
"note": "verified = the page-text gate ran for that scan day (day-before/day-of text check)"
},
"agent_card": {
"status": "unknown",
"note": "no Agent Card URL recorded for this listing"
},
"endpoint": {
"status": "unknown",
"note": "endpoint not yet checked"
}
},
"product_group": {
"group_id": 66,
"group": "Research interviews and interview prep",
"change_90d_pct": -0.06,
"fair_price_by_tier_monthly_usd": {
"individual": 35,
"pro": 49.99,
"team / small business": 278.16,
"enterprise": 1999.99
},
"note": "Change of the group's price index over the last 90 days. Call get_group_fair_price with group_id for tier and payment-model detail.",
"page": "https://agentery.com/aepi/groups/66"
},
"liveness": {
"probed": true,
"alive": true,
"endpoint_kind": "site",
"latency_ms": 364,
"uptime_7d": 1,
"checked_at": "2026-10-13T02:47:21.987Z",
"consecutive_failures": 0,
"status": "alive"
},
"price_extras": {
"free_tier": null,
"unit_cost": null
},
"reported_success": null,
"feedback": "If you actually use this provider, call report_outcome with the result. Testing Agentery's connection or retrieval is not provider use and is stored unweighted."
}