{
 "picked_mentions": 279,
 "answers_with_a_pick": 91,
 "answers_without_a_pick": 9,
 "brands_by_picked": [
  [
   "QuickBooks",
   65
  ],
  [
   "Xero",
   44
  ],
  [
   "FreshBooks",
   31
  ],
  [
   "Zoho Books",
   31
  ],
  [
   "Wave",
   27
  ],
  [
   "Sage Intacct",
   18
  ],
  [
   "NetSuite",
   13
  ],
  [
   "Sage",
   7
  ],
  [
   "Microsoft Dynamics 365 Business Central",
   4
  ],
  [
   "Odoo",
   4
  ],
  [
   "Akaunting",
   3
  ],
  [
   "QuickBooks Desktop",
   3
  ],
  [
   "GnuCash",
   3
  ],
  [
   "Acumatica",
   3
  ],
  [
   "Blackbaud Financial Edge",
   2
  ],
  [
   "Aplos",
   2
  ],
  [
   "Pilot",
   2
  ],
  [
   "Gusto",
   1
  ],
  [
   "Expensify",
   1
  ],
  [
   "Oracle Fusion Cloud ERP",
   1
  ],
  [
   "Bonsai",
   1
  ],
  [
   "MYOB",
   1
  ],
  [
   "Stripe Invoicing",
   1
  ],
  [
   "Kashoo",
   1
  ],
  [
   "Bookkeeper360",
   1
  ],
  [
   "Manager",
   1
  ],
  [
   "Puzzle",
   1
  ],
  [
   "Invoice Ninja",
   1
  ],
  [
   "SAP Business One",
   1
  ],
  [
   "Workday Financials",
   1
  ],
  [
   "Ramp",
   1
  ],
  [
   "Zoho Invoice",
   1
  ],
  [
   "Bench",
   1
  ],
  [
   "FreeAgent",
   1
  ]
 ],
 "comparison": {
  "n": 30,
  "all_named_picked": 25,
  "one_side_only": 4,
  "no_pick_from_query": 1
 },
 "recommendation_intent_with_pick": 19,
 "recommendation_intent_n": 20,
 "picked_brand_not_in_top10": 141,
 "picked_brand_not_in_top10_pct": 51
}