Agentery pricing intelligence · Provider profile · Catalo.ai - Book Discovery
Provider profile · independently tracked by Agentery
Catalo.ai - Book Discovery logo

Catalo.ai - Book Discovery

catalo.ai official website

curates and recommends books based on detailed filtering criteria

servicePricing checked daily
Agentery value verdictBelow the niche medianfrom $3.98/mo
Observed entry price$3.98/molowest observed monthly
Billing modelunclear
Last checked2 Sept 2026pricing & liveness

What it does

The specific capability behind this listing, and where to get it.

Catalo.ai - Book Discovery

curates and recommends books based on detailed filtering criteria

user search queries, book preferences, reading history, mood and theme filters → book recommendations, curated book lists, reading statistics, personalized suggestions
AmazonMCPautonomy: assistant

Official Catalo.ai - Book Discovery links

Pricing & plans

Observed public pricing for Catalo.ai - Book Discovery, benchmarked against comparable providers. Plans, tiers, history and scenario below.

Pricing · observed daily
Premium · market position

$3.98 /mo

97.1% below the Pro flat median (8 providers, USD). Cheaper than 12 of 13 comparable Pro providers.
this agent · $3.98
$24.84median $137.93$336.50
observed 2026-09-02 · rechecked daily · source evidence retained
What should this agent charge?

The current price is deliberately competitive.

pricing recommendation
$3.98
$24.84$336.50
$137.93

$3.98 sits below the observed Pro flat range ($24.84–$336.50) — around the 4th percentile of observed prices. It reads as a value play; make sure the margin still works.

Pricing checks returned

Why Agentery reaches that view

price_benchmark

97.1% below the Pro flat median.

get_agent_profile · plan history

Premium observed 2026-09-02.

pricing recommendation

~4th percentile of comparable Pro flat plans.

confidence

medium; source page rechecked daily.

Interactive provider scenario

Test a different price for this plan.

Move the proposed monthly price. Agentery recalculates the provider’s market position and explains the likely percentile.

$3.98 / month
$3.98 lowestmedian $137.93$414 highest
Competitive value position. At $3.98/month, this plan is 97.1% below the niche median.
1st
-97.1%
$24.84$336.50

Is Catalo.ai - Book Discovery good value?

How its price compares with genuinely comparable providers.

Below the niche median

Below the niche median for its buyer tier.

Benchmarked against comparable providers at the same buyer tier and billing unit — the entry plan sits 92% below the observed median.

Observed commercial price$3.98/mo
Position among MCP serversLower quartile among MCP servers · 22 priced · normal
NicheAI Shopping Assistant
Price benchmarkapplicable
How it compares

Compared with AI Shopping Assistant

Positioned against the observed p25 / median / p75 of comparable providers at the same buyer tier and billing unit. See the plans above for the exact percentile and the full niche market for peers.

View the full niche →

Catalo.ai - Book Discovery's local market

Nearest products by what they do. Local median $10/mo — Catalo.ai - Book Discovery is 60% below it.

See the full market →
See the MCP response behind this page · get_agent_profile()
See the MCP response behind this pageget_agent_profile
{
  "agent_id": "catalo",
  "name": "Catalo.ai - Book Discovery",
  "url": "https://catalo.ai",
  "logo": "https://agentery.com/logos/CP-CP2YQK.svg",
  "niche": "ai-shopping-assistant",
  "category": "consumer-personal",
  "short_summary": "curates and recommends books based on detailed filtering criteria",
  "task_performed": "curates and recommends books based on detailed filtering criteria",
  "inputs_accepted": [
    "user search queries",
    "book preferences",
    "reading history",
    "mood and theme filters"
  ],
  "outputs_produced": [
    "book recommendations",
    "curated book lists",
    "reading statistics",
    "personalized suggestions"
  ],
  "integrations_available": [
    "Amazon"
  ],
  "protocols_or_interfaces": [
    "MCP"
  ],
  "industry_fit": [
    "general business"
  ],
  "autonomy_level": "assistant",
  "human_approval_needed": "unclear",
  "pricing_model": "unclear",
  "price": {
    "observed": true,
    "billing": "freemium",
    "currency": "USD",
    "lowest_monthly_usd": 3.98,
    "monthly_usd": 3.98,
    "headline": "Free tier, then from $3.98/mo",
    "summary": "Free tier, then from $3.98/mo. Catalo.ai offers a free Basic plan and a Premium plan for $3.98 per month with expanded recommendations and filtering features.",
    "confidence": "high",
    "source_url": "https://catalo.ai/plans",
    "checked_at": "2026-09-02T04:22:36.709Z",
    "amount": 3.98,
    "display": "From $3.98/mo",
    "plans": [
      {
        "name": "Premium",
        "price": "$3.98/month",
        "period": "month",
        "persona": "pro",
        "highlights": [
          "Smart daily recommendations",
          "Exclusion filters",
          "Unlimited filter combinations",
          "Customizable Find On links"
        ],
        "price_annual": null
      },
      {
        "name": "Basic",
        "price": "Free",
        "period": null,
        "persona": "individual",
        "highlights": [
          "Basic recommendations",
          "Inclusion filters only",
          "Up to 5 filters per search",
          "Default Find On links"
        ],
        "price_annual": null
      }
    ],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [],
  "evidence_quality": "medium",
  "entity_type": "service",
  "regulated_data_suitability": "unclear",
  "evidence_urls": [
    "https://catalo.ai"
  ],
  "last_checked": "2026-06-19",
  "how_to_connect": {
    "website": "https://catalo.ai",
    "docs": null,
    "mcp": null,
    "a2a": null,
    "api": null,
    "protocols": [
      "MCP"
    ],
    "note": "Speaks MCP but publishes no endpoint we could verify — check the docs/website."
  },
  "liveness": {
    "probed": true,
    "alive": true,
    "endpoint_kind": "site",
    "latency_ms": 625,
    "uptime_7d": 1,
    "checked_at": "2026-09-02T02:32:18.046Z",
    "consecutive_failures": 0,
    "status": "alive"
  },
  "price_extras": {
    "free_tier": null,
    "unit_cost": null
  },
  "reported_success": null,
  "feedback": "If you use this listing, call report_outcome afterwards — it sharpens rankings for everyone including you."
}