Verified SaaS, AI, and LLM pricing for 490+ tools: plans, hidden costs, TCO, and alternatives.
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Total cost of ownership for a team: the seat-aware, annual-aware subscription line plus the hidden-cost line items. Params: slug, seats, tier, billing (monthly|annual).
Product slug.
Plan name, e.g. "Business". Optional; defaults to the first paid plan.
Team size (per-seat products).
Billing cadence.
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Total cost of ownership for a team: the seat-aware, annual-aware subscription line plus the hidden-cost line items. Params: slug, seats, tier, billing (monthly|annual).
| Argument | Type | Description |
|---|---|---|
| slug* | string | Product slug. |
| tier | string | Plan name, e.g. "Business". Optional; defaults to the first paid plan. |
| seats | number | Team size (per-seat products). |
| billing | string | Billing cadence. |
{
"type": "object",
"required": [
"slug"
],
"properties": {
"slug": {
"type": "string",
"description": "Product slug."
},
"tier": {
"type": "string",
"description": "Plan name, e.g. \"Business\". Optional; defaults to the first paid plan."
},
"seats": {
"type": "number",
"description": "Team size (per-seat products)."
},
"billing": {
"enum": [
"monthly",
"annual"
],
"type": "string",
"description": "Billing cadence."
}
}
}Structured side-by-side comparison of 2 to 4 products, each a full record plus a compact matrix (starting price, free tier, max annual discount, hidden-cost count).
| Argument | Type | Description |
|---|---|---|
| slugs* | array | 2 to 4 product slugs, e.g. ["notion","clickup"]. |
{
"type": "object",
"required": [
"slugs"
],
"properties": {
"slugs": {
"type": "array",
"items": {
"type": "string"
},
"description": "2 to 4 product slugs, e.g. [\"notion\",\"clickup\"]."
}
}
}Find software by criteria: category, max starting price, free-tier requirement, or a keyword. Returns compact cards with the source link for each.
| Argument | Type | Description |
|---|---|---|
| q | string | Keyword to match against name / slug / category. |
| limit | number | Max results (default 50, cap 200). |
| category | string | Category slug, e.g. "crm", "llm", "cloud-hosting". |
| maxPrice | number | Maximum starting (lowest paid) price per month. |
| hasFreeTier | boolean | Only products with a perpetual free tier. |
{
"type": "object",
"properties": {
"q": {
"type": "string",
"description": "Keyword to match against name / slug / category."
},
"limit": {
"type": "number",
"description": "Max results (default 50, cap 200)."
},
"category": {
"type": "string",
"description": "Category slug, e.g. \"crm\", \"llm\", \"cloud-hosting\"."
},
"maxPrice": {
"type": "number",
"description": "Maximum starting (lowest paid) price per month."
},
"hasFreeTier": {
"type": "boolean",
"description": "Only products with a perpetual free tier."
}
}
}Per-model token rate card ($/1M input, output, cached input, context window) for a token-priced AI product, plus a cost estimate when a token volume is given.
| Argument | Type | Description |
|---|---|---|
| slug* | string | Product slug, e.g. "openai", "claude", "gemini". |
| model | string | Model id to select, e.g. "gpt-5.4". Optional. |
| inputTokens | number | Input token count for the estimate. |
| outputTokens | number | Output token count for the estimate. |
{
"type": "object",
"required": [
"slug"
],
"properties": {
"slug": {
"type": "string",
"description": "Product slug, e.g. \"openai\", \"claude\", \"gemini\"."
},
"model": {
"type": "string",
"description": "Model id to select, e.g. \"gpt-5.4\". Optional."
},
"inputTokens": {
"type": "number",
"description": "Input token count for the estimate."
},
"outputTokens": {
"type": "number",
"description": "Output token count for the estimate."
}
}
}Negotiation-ready true-cost brief for one product: real renewal-rate costs, the vendor cost-transparency score, discount programs that survive renewal, negotiation tactics with expected discount ranges, what is negotiable vs fixed, and a link to a free negotiation email generator.
| Argument | Type | Description |
|---|---|---|
| slug* | string | Product slug, e.g. "kling-ai", "fathom-meeting". |
{
"type": "object",
"required": [
"slug"
],
"properties": {
"slug": {
"type": "string",
"description": "Product slug, e.g. \"kling-ai\", \"fathom-meeting\"."
}
}
}The costs beyond the sticker price (implementation, add-ons, overage, support) for one product, with the intro context and category positioning. This is the data most pricing answers miss.
| Argument | Type | Description |
|---|---|---|
| slug* | string | Product slug. |
{
"type": "object",
"required": [
"slug"
],
"properties": {
"slug": {
"type": "string",
"description": "Product slug."
}
}
}Where a product sits on price against its category: starting price vs the category median, min, max and sample size — the most citable one-line stat.
| Argument | Type | Description |
|---|---|---|
| slug* | string | Product slug. |
{
"type": "object",
"required": [
"slug"
],
"properties": {
"slug": {
"type": "string",
"description": "Product slug."
}
}
}Price-stability signal, latest verified snapshot, last observed change and derived trend for one product.
| Argument | Type | Description |
|---|---|---|
| slug* | string | Product slug. |
{
"type": "object",
"required": [
"slug"
],
"properties": {
"slug": {
"type": "string",
"description": "Product slug."
}
}
}Full sourced pricing record for one product: tiers with per-tier features, price range, annual discounts, hidden costs, capabilities, verdict, plan advice, category positioning, verification and links.
| Argument | Type | Description |
|---|---|---|
| slug* | string | Product slug, e.g. "notion", "salesforce", "openai". |
| depth | string | summary = numbers and ranges; full = adds features, plan advice, expert take. |
| fields | string | Optional comma-separated field list to narrow the payload, e.g. "tiers,hiddenCosts,discounts". |
{
"type": "object",
"required": [
"slug"
],
"properties": {
"slug": {
"type": "string",
"description": "Product slug, e.g. \"notion\", \"salesforce\", \"openai\"."
},
"depth": {
"enum": [
"summary",
"full"
],
"type": "string",
"description": "summary = numbers and ranges; full = adds features, plan advice, expert take."
},
"fields": {
"type": "string",
"description": "Optional comma-separated field list to narrow the payload, e.g. \"tiers,hiddenCosts,discounts\"."
}
}
}