{"site":"Baglioteca","summary":"Baglioteca is a guide to bags, not a shop. Its catalog lists 1,088 bags from 40 brands, with specs and list prices taken from each brand's own site. To buy, follow the link to the brand.","product_count":1088,"brand_count":40,"generated":"2026-10-29","best_first_question":"product_type","usage_notes":["Ask 3 to 5 questions. Skip any the person has already answered.","Start with core questions, then common, then niche.","MCP clients can use the same tools at the mcp endpoint: get_discovery_questions, get_facets, search_products, get_product.","Or call the facets endpoint with the answers so far: it lists the questions that still split the results, most useful first.","Then call the search endpoint with the answers as query parameters, and compare the top results.","Results that match every answer come first, marked exact. Close matches follow, with the answers they miss under unmatched. Search never comes back empty.","Results are sorted by how many answers they match, then by price. Nothing here is paid placement.","Prices are list prices in US dollars from the brand's own site. Stock is not tracked: check the brand's page before buying."],"endpoints":{"facets":"https://baglioteca.com/api/agent/facets","search":"https://baglioteca.com/api/agent/search","product":"https://baglioteca.com/api/agent/product/{id}","openapi":"https://baglioteca.com/api/agent/openapi.json","mcp":"https://baglioteca.com/api/agent/mcp"},"questions":[{"key":"product_type","label":"Bag type","type":"enum","question":"What kind of bag do you want?","why_it_matters":"Sets the basic shape. Most other answers only make sense once this is known.","priority_group":"core","options":[{"value":"backpack","label":"Backpack","count":523},{"value":"sling","label":"Sling","count":236},{"value":"tote","label":"Tote","count":143},{"value":"messenger","label":"Messenger bag","count":102},{"value":"duffel","label":"Duffel","count":91},{"value":"briefcase","label":"Briefcase","count":0},{"value":"fanny-pack","label":"Fanny pack","count":27},{"value":"any","label":"Doesn't matter","count":1088}],"maps_to":"product_type"},{"key":"volume","label":"Volume","type":"range","question":"How big a bag do you want?","why_it_matters":"Space inside, in liters, as the brand states it. Most daily bags are 15 to 35 L; travel bags run bigger.","priority_group":"core","unit":"L","options":[{"value":"-15","label":"Under 15 L","count":509},{"value":"15-25","label":"15 to 25 L","count":344},{"value":"25-35","label":"25 to 35 L","count":192},{"value":"35-45","label":"35 to 45 L","count":77},{"value":"45-","label":"45 L and up","count":47},{"value":"any","label":"Doesn't matter","count":1088}],"maps_to":"volume"},{"key":"price","label":"Price","type":"range","question":"What's your budget?","why_it_matters":"List price on the brand's own site, in US dollars. Sales are not tracked.","priority_group":"core","unit":"USD","options":[{"value":"-100","label":"Under $100","count":242},{"value":"100-200","label":"$100 to $200","count":395},{"value":"200-300","label":"$200 to $300","count":291},{"value":"300-","label":"$300 and up","count":306},{"value":"any","label":"Doesn't matter","count":1088}],"maps_to":"price"},{"key":"laptop","label":"Laptop size","type":"enum","question":"What size laptop do you need to carry?","why_it_matters":"A bag that fits one size also fits the smaller ones. No laptop tag means no sleeve, or the listing doesn't say.","priority_group":"core","options":[{"value":"laptop-13","label":"13\" or under","count":547},{"value":"laptop-14","label":"14\"","count":496},{"value":"laptop-15","label":"15\"","count":418},{"value":"laptop-16","label":"16\" or larger","count":373},{"value":"any","label":"Doesn't matter","count":1088}],"maps_to":"laptop"},{"key":"water_bottle_pocket","label":"Water bottle pocket","type":"boolean","question":"Do you want a pocket for a water bottle?","why_it_matters":"Says a pocket exists, not how big a bottle it holds. \"No\" can mean the listing doesn't mention one.","priority_group":"common","options":[{"value":"yes","label":"Yes","count":310},{"value":"no","label":"No","count":796},{"value":"any","label":"Doesn't matter","count":1088}],"maps_to":"water_bottle_pocket"},{"key":"style","label":"Style","type":"multi","question":"Which look do you want? Pick one or more.","why_it_matters":"How the bag looks, not how it works. Every bag has at least one style.","priority_group":"common","match":"any","options":[{"value":"urban","label":"Urban","count":757},{"value":"professional","label":"Professional","count":292},{"value":"outdoor","label":"Outdoor","count":100},{"value":"tactical","label":"Tactical","count":472},{"value":"heritage","label":"Heritage","count":175},{"value":"any","label":"Doesn't matter","count":1088}],"maps_to":"style"},{"key":"color","label":"Color","type":"multi","question":"Which colors do you like? Pick one or more.","why_it_matters":"Color families, not exact shades. Most bags come in more than one.","priority_group":"common","match":"any","options":[{"value":"minimalist_neutrals","label":"Neutrals","count":802},{"value":"sleek_professional","label":"Sleek and professional","count":798},{"value":"earth_tones","label":"Earth tones","count":479},{"value":"bold_vibrant","label":"Bold and bright","count":218},{"value":"tactical","label":"Tactical","count":478},{"value":"urban_chic","label":"Urban chic","count":228},{"value":"any","label":"Doesn't matter","count":1088}],"maps_to":"color"},{"key":"access","label":"Access type","type":"multi","question":"How do you want to get into the main compartment?","why_it_matters":"Only about a third of listings say how the bag opens, so this cuts the list hard.","priority_group":"niche","match":"any","options":[{"value":"clamshell","label":"Clamshell","count":123},{"value":"panel-load","label":"Panel load","count":36},{"value":"top-load","label":"Top load","count":59},{"value":"half-zip","label":"Half zip","count":42},{"value":"roll-top","label":"Roll top","count":89},{"value":"side-access","label":"Side access","count":71},{"value":"flap-closure","label":"Flap closure","count":41},{"value":"back-access","label":"Back access","count":7},{"value":"any","label":"Doesn't matter","count":1088}],"maps_to":"access"},{"key":"features","label":"Features","type":"multi","question":"Which of these must the bag have?","why_it_matters":"Each one picked has to be on the bag.","priority_group":"niche","match":"all","options":[{"value":"quick-access-pocket","label":"Quick access pocket","count":169},{"value":"dedicated-laptop-compartment","label":"Dedicated laptop compartment","count":411},{"value":"any","label":"Doesn't matter","count":1088}],"maps_to":"features"},{"key":"hip_belt","label":"Hip belt","type":"boolean","question":"Do you want a hip belt?","why_it_matters":"Moves weight to the hips. Helps on long or heavy carries; most daily bags skip it.","priority_group":"niche","options":[{"value":"yes","label":"Yes","count":166},{"value":"no","label":"No","count":941},{"value":"any","label":"Doesn't matter","count":1088}],"maps_to":"hip_belt"},{"key":"weight","label":"Weight","type":"range","question":"How light does the bag need to be?","why_it_matters":"Empty weight in grams, as the brand states it.","priority_group":"niche","unit":"g","options":[{"value":"-800","label":"Under 800 g (1.8 lb)","count":516},{"value":"800-1200","label":"800 g to 1.2 kg (1.8 to 2.6 lb)","count":285},{"value":"1200-1600","label":"1.2 to 1.6 kg (2.6 to 3.5 lb)","count":216},{"value":"1600-","label":"1.6 kg (3.5 lb) and up","count":133},{"value":"any","label":"Doesn't matter","count":1088}],"maps_to":"weight"}],"example":{"answers":{"product_type":"backpack","volume":"15-25","laptop":"laptop-14","water_bottle_pocket":"yes"},"facets_url":"https://baglioteca.com/api/agent/facets?product_type=backpack&volume=15-25&laptop=laptop-14&water_bottle_pocket=yes","search_url":"https://baglioteca.com/api/agent/search?product_type=backpack&volume=15-25&laptop=laptop-14&water_bottle_pocket=yes","total_matches":101}}