Get Shopping Attributes
The LLM-extracted attribute comparison grid for a product (scope=product) or the whole catalog (scope=overview), split by tab into characteristics, facts, and dimensions. Columns are competing brands (compare_by=brand) or competing products (compare_by=product, scope=product only). Deltas are computed against a previous window (caller-supplied or the equal-length window immediately before).
Authorizations
Body
Required if using a company api key
"or_f45b94ba-5e35-4982-93ed-285e72ee14eb"
full-date notation as defined by RFC 3339, section 5.6, for example, 2017-07-21
^(?:(?:\d\d[2468][048]|\d\d[13579][26]|\d\d0[48]|[02468][048]00|[13579][26]00)-02-29|\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\d|30)|(?:02)-(?:0[1-9]|1\d|2[0-8])))$"2025-09-22"
full-date notation as defined by RFC 3339, section 5.6, for example, 2017-07-21
^(?:(?:\d\d[2468][048]|\d\d[13579][26]|\d\d0[48]|[02468][048]00|[13579][26]00)-02-29|\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\d|30)|(?:02)-(?:0[1-9]|1\d|2[0-8])))$"2025-09-22"
^(?:(?:\d\d[2468][048]|\d\d[13579][26]|\d\d0[48]|[02468][048]00|[13579][26]00)-02-29|\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\d|30)|(?:02)-(?:0[1-9]|1\d|2[0-8])))$^(?:(?:\d\d[2468][048]|\d\d[13579][26]|\d\d0[48]|[02468][048]00|[13579][26]00)-02-29|\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\d|30)|(?:02)-(?:0[1-9]|1\d|2[0-8])))$product compares one product (needs product_id); overview compares the whole catalog.
product, overview Grid columns: competing brands, or competing products. product is only valid when scope=product.
brand, product characteristics (qualitative values), facts (true/false), dimensions (ordinal ratings).
characteristics, facts, dimensions Required when scope=product.
^([0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[1-8][0-9a-fA-F]{3}-[89abAB][0-9a-fA-F]{3}-[0-9a-fA-F]{12}|00000000-0000-0000-0000-000000000000|ffffffff-ffff-ffff-ffff-ffffffffffff)$^([0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[1-8][0-9a-fA-F]{3}-[89abAB][0-9a-fA-F]{3}-[0-9a-fA-F]{12}|00000000-0000-0000-0000-000000000000|ffffffff-ffff-ffff-ffff-ffffffffffff)$AE, AL, AM, AR, AT, AU, BA, BE, BG, BH, BO, BR, BS, BY, CA, CH, CL, CN, CO, CR, CY, CZ, DE, DK, DO, EC, EE, EG, ES, FI, FR, GB, GE, GH, GR, GT, HK, HN, HR, HU, ID, IE, IL, IN, IQ, IS, IT, JO, JP, KR, KW, LB, LI, LT, LU, LV, MA, MD, ME, MK, MT, MX, MY, NG, NI, NL, NO, NZ, OM, PK, PA, PE, PH, PL, PT, PY, PS, QA, RO, RS, SA, SE, SG, SI, SK, SV, TH, TN, TR, TW, UA, US, UY, VE, VN, ZA, AD, AF, AS, AZ, BB, BQ, CG, CI, CM, CW, DM, DZ, FO, GF, GP, JM, KG, KH, KI, KZ, LK, LR, LS, MW, NC, PG, TD, TF, UG, VU, ZW chatgpt, microsoft-copilot, sonar-api, grok-api, gpt-4o-search, sonar, google-ai-overview, google-ai-mode, gemini-2-5-flash, gemini-3-1-flash-lite, claude-sonnet-4, claude-sonnet-4-6, claude-haiku-4-5, grok-2-1212, gpt-4o, qwen-3-6-plus, qwen-3-7-plus, gpt-3-5-turbo, gemini-1-5-flash, deepseek-r1, deepseek-v4-pro, llama-3-3-70b-instruct, gpt-5-1, gemini-2-5-flash-preview-05-20, claude-3-5-sonnet, chatgpt-ui, gpt-5-search, perplexity-ui, gemini-ui, grok-4, grok-4-3, grok-ui, microsoft-copilot-ui, claude-3-5-haiku, llama-3-1-sonar-small-128k-online, amazon-rufus openai-0, openai-1, qwen-0, openai-2, perplexity-0, perplexity-1, google-0, google-1, google-2, google-3, anthropic-0, anthropic-1, deepseek-0, meta-0, xai-0, xai-1, microsoft-0, amazon-0 and, or Substring match on dimension name (and value, characteristics).
Grid columns; default 6. 0 disables competitor lookup.
0 <= x <= 20Characteristics tab only; default 12.
1 <= x <= 50Page size over dimension groups.
1 <= x <= 1000 <= x <= 9007199254740991