addedInput schema / properties / include_summary / description
Added value: +"When true (default), include an executive `summary` string. Set false for mentions-only payloads."
addedInput schema / properties / language / description
Added value: +"Optional ISO 639-1 two-letter code (e.g. en). Omit for mixed-language results."
addedInput schema / properties / limit / description
Added value: +"Maximum mentions to return (integer 1–50). Default 20. Does not change the $0.02 USDC price."
addedInput schema / properties / min_engagement / description
Added value: +"Optional minimum engagement score. Omit to include all mentions in the window."
addedInput schema / properties / platforms / description
Added value: +"Which surfaces to search. Default all of x, reddit, web, reviews, news. x and reddit use public/web adapters unless the operator enabled native APIs — this is not a guarantee of official Reddit or X search."
addedInput schema / properties / platforms / items / description
Added value: +"Mention surface id: x, reddit, web, reviews, or news"
changedInput schema / properties / query / description
Previous value: -"Natural-language or structured query about a product, company, brand, topic, or competitor"New value: +"Natural-language or structured query about a product, company, brand, topic, or competitor. Required. Max 200 characters."
changedInput schema / properties / timeframe / anyOf
Previous value: -[
- {
- "enum": [
- "24h",
- "7d",
- "30d",
- "90d"
- ],
- "type": "string"
- },
- {
- "properties": {
- "from": {
- "type": "string"
- },
- "to": {
- "type": "string"
- }
- },
- "required": [
- "from",
- "to"
- ],
- "type": "object"
- }
-]New value: +[
+ {
+ "description": "Named lookback: 24h, 7d, 30d, or 90d.",
+ "enum": [
+ "24h",
+ "7d",
+ "30d",
+ "90d"
+ ],
+ "type": "string"
+ },
+ {
+ "description": "Custom inclusive ISO-8601 from/to window, maximum 90 days",
+ "properties": {
+ "from": {
+ "description": "Custom range start (ISO-8601). Must be earlier than `to`.",
+ "type": "string"
+ },
+ "to": {
+ "description": "Custom range end (ISO-8601). Must be later than `from`. Window max 90 days.",
+ "type": "string"
+ }
+ },
+ "required": [
+ "from",
+ "to"
+ ],
+ "type": "object"
+ }
+]
addedInput schema / properties / timeframe / description
Added value: +"Lookback window: 24h, 7d, 30d, or 90d, or a {from,to} ISO-8601 range (max 90 days). Default 7d."
addedOutput schema / properties / citations / description
Added value: +"Sources used to build the brief"
addedOutput schema / properties / citations / items / properties / accessed_at / description
Added value: +"When MentionForge fetched this source (ISO-8601)"
addedOutput schema / properties / citations / items / properties / source / description
Added value: +"Publisher or site label"
addedOutput schema / properties / citations / items / properties / title / description
Added value: +"Source title"
addedOutput schema / properties / citations / items / properties / url / description
Added value: +"Source URL"
addedOutput schema / properties / mentions / description
Added value: +"Cited mention rows (may be empty — empty windows still succeed)"
addedOutput schema / properties / mentions / items / properties / author / description
Added value: +"Display name or handle; may be empty"
addedOutput schema / properties / mentions / items / properties / engagement / description
Added value: +"Relative engagement score (0 when unknown)"
addedOutput schema / properties / mentions / items / properties / id / description
Added value: +"Stable mention id within this response"
addedOutput schema / properties / mentions / items / properties / platform / description
Added value: +"Surface this mention was gathered from"
addedOutput schema / properties / mentions / items / properties / sentiment / description
Added value: +"Per-mention sentiment from -1 (negative) to 1 (positive)"
addedOutput schema / properties / mentions / items / properties / text / description
Added value: +"Mention body, truncated to the engine cap"
addedOutput schema / properties / mentions / items / properties / timestamp / description
Added value: +"When the mention was published or accessed (ISO-8601 when known)"
addedOutput schema / properties / mentions / items / properties / url / description
Added value: +"Canonical URL of the mention, or empty when the source had no permalink"
addedOutput schema / properties / meta / description
Added value: +"Request metadata including billing and freshness"
addedOutput schema / properties / meta / properties / as_of / description
Added value: +"When this intelligence was produced (ISO-8601)"
addedOutput schema / properties / meta / properties / billing / description
Added value: +"Charge record for this call (never cached)"
addedOutput schema / properties / meta / properties / billing / properties / amount_usdc / description
Added value: +"USDC charged for this call (`0` on trial/sandbox/replay)"
addedOutput schema / properties / meta / properties / billing / properties / free_trial / description
Added value: +"True when this call used trial or sandbox and was not settled"
addedOutput schema / properties / meta / properties / billing / properties / tx_hash / description
Added value: +"Settlement transaction hash, or null until settle / on trial"
addedOutput schema / properties / meta / properties / confidence / description
Added value: +"Optional 0–1 confidence in the aggregate"
addedOutput schema / properties / meta / properties / degraded / description
Added value: +"Optional list of degraded or skipped adapters"
addedOutput schema / properties / meta / properties / freshness / description
Added value: +"live = this call; cached = research body reused, new billing"
addedOutput schema / properties / meta / properties / latency_ms / description
Added value: +"Engine wall time in milliseconds (not billed)"
addedOutput schema / properties / meta / properties / next_queries / description
Added value: +"Up to three follow-up queries the agent can issue"
addedOutput schema / properties / meta / properties / request_id / description
Added value: +"Request correlation id"
addedOutput schema / properties / meta / properties / sources_used / description
Added value: +"Adapter ids that contributed data"
addedOutput schema / properties / query / description
Added value: +"Echo of the researched query"
addedOutput schema / properties / sentiment / description
Added value: +"Aggregate and per-class sentiment"
addedOutput schema / properties / sentiment / properties / distribution / description
Added value: +"Breakdown of sentiment classes"
addedOutput schema / properties / sentiment / properties / distribution / properties / by_platform / description
Added value: +"Mention counts or scores keyed by platform id"
addedOutput schema / properties / sentiment / properties / distribution / properties / negative / description
Added value: +"Negative share (percent)"
addedOutput schema / properties / sentiment / properties / distribution / properties / neutral / description
Added value: +"Neutral share (percent)"
addedOutput schema / properties / sentiment / properties / distribution / properties / positive / description
Added value: +"Positive share (percent)"
addedOutput schema / properties / sentiment / properties / negative / description
Added value: +"Share of negative mentions (percent)"
addedOutput schema / properties / sentiment / properties / neutral / description
Added value: +"Share of neutral mentions (percent)"
addedOutput schema / properties / sentiment / properties / overall / description
Added value: +"Aggregate sentiment from -1 to 1"
addedOutput schema / properties / sentiment / properties / positive / description
Added value: +"Share of positive mentions (percent)"
addedOutput schema / properties / summary / description
Added value: +"Executive summary when include_summary was true"
addedOutput schema / properties / themes / description
Added value: +"Ranked themes extracted from mentions"
addedOutput schema / properties / themes / items / properties / count / description
Added value: +"How many mentions support this theme"
addedOutput schema / properties / themes / items / properties / examples / description
Added value: +"Short supporting snippets"
addedOutput schema / properties / themes / items / properties / theme / description
Added value: +"Short theme label clustered from mention text"
changedOutput schema / properties / timeframe / anyOf
Previous value: -[
- {
- "type": "string"
- },
- {
- "additionalProperties": false,
- "properties": {
- "from": {
- "type": "string"
- },
- "to": {
- "type": "string"
- }
- },
- "required": [
- "from",
- "to"
- ],
- "type": "object"
- }
-]New value: +[
+ {
+ "description": "Named window echoed back",
+ "type": "string"
+ },
+ {
+ "additionalProperties": false,
+ "description": "Custom inclusive ISO-8601 from/to window, maximum 90 days",
+ "properties": {
+ "from": {
+ "description": "Custom range start (ISO-8601). Must be earlier than `to`.",
+ "type": "string"
+ },
+ "to": {
+ "description": "Custom range end (ISO-8601). Must be later than `from`. Window max 90 days.",
+ "type": "string"
+ }
+ },
+ "required": [
+ "from",
+ "to"
+ ],
+ "type": "object"
+ }
+]
addedOutput schema / properties / timeframe / description
Added value: +"Echo of the requested window"
addedOutput schema / properties / volume / description
Added value: +"Mention counts and trend for the window"
addedOutput schema / properties / volume / properties / by_platform / description
Added value: +"Per-platform mention counts (zeros when a surface returned nothing)"
addedOutput schema / properties / volume / properties / by_platform / properties / news / description
Added value: +"Mentions attributed to news"
addedOutput schema / properties / volume / properties / by_platform / properties / reddit / description
Added value: +"Mentions attributed to reddit"
addedOutput schema / properties / volume / properties / by_platform / properties / reviews / description
Added value: +"Mentions attributed to reviews"
addedOutput schema / properties / volume / properties / by_platform / properties / web / description
Added value: +"Mentions attributed to web"
addedOutput schema / properties / volume / properties / by_platform / properties / x / description
Added value: +"Mentions attributed to x"
addedOutput schema / properties / volume / properties / total / description
Added value: +"Total mentions in the window after filtering"
addedOutput schema / properties / volume / properties / trend / description
Added value: +"Time-bucketed mention counts across the window"
addedOutput schema / properties / volume / properties / trend / items / properties / count / description
Added value: +"Mentions in this bucket"
addedOutput schema / properties / volume / properties / trend / items / properties / t / description
Added value: +"Bucket start (ISO-8601)"