{
 "title": "AI companies in Houston: who AI assistants name",
 "collected": "2026-10-20",
 "publisher": "Deep AI Solutions Inc",
 "method": {
  "engines": {
   "chatgpt": "OpenAI gpt-4o, Responses API with web_search",
   "claude": "Anthropic claude-haiku-4-5, Messages API with web_search",
   "gemini": "Google gemini-2.5-flash with google_search grounding",
   "grok": "xAI grok-4.3, Responses API with web_search",
   "perplexity": "Perplexity sonar"
  },
  "runs_per_question_per_engine": 10,
  "system_prompt": "You are helping a business owner in Houston, Texas choose a vendor. Search the web, then name specific companies and cite your sources.",
  "questions": [
   "What are the best AI solutions companies in Houston, Texas?",
   "What are some AI companies located in Houston?",
   "Who are the top AI consulting firms in Houston, Texas?",
   "I need an AI development or automation partner in Houston. Which companies should I talk to?"
  ],
  "n_answers": 200,
  "counting_rule": "An answer counts for a company if its text names the company (canonical name or listed alias). A mention is not an endorsement.",
  "aliases": {
   "PennComp": [
    "\\bPenn ?Comp\\b"
   ],
   "Liquid Technologies": [
    "Liquid Technologies"
   ],
   "Sparkhound": [
    "Sparkhound"
   ],
   "Opinosis Analytics": [
    "Opinosis"
   ],
   "Trenegy": [
    "Trenegy"
   ],
   "Plego Technologies": [
    "\\bPlego\\b"
   ],
   "Improving": [
    "(?-i:\\bImproving\\b)(?! (?:efficiency|operations|business|customer|decision|productivity|outcomes|accuracy|the|your|their|our|how|workflows|processes))"
   ],
   "Azumo": [
    "\\bAzumo\\b"
   ],
   "Geeks Ltd": [
    "Geeks,? Ltd"
   ],
   "EPC Group": [
    "EPC Group"
   ],
   "7T (SevenTablets)": [
    "(?-i:\\b7T\\b)",
    "SevenTablets",
    "Seven Tablets"
   ],
   "Pendoah": [
    "Pendoah"
   ],
   "Cortex Texas AI": [
    "Cortex Texas"
   ],
   "Slalom": [
    "\\bSlalom\\b"
   ],
   "Glorium Technologies": [
    "Glorium"
   ],
   "Inventiple": [
    "Inventiple"
   ],
   "Persona AI": [
    "Persona AI"
   ],
   "Tavus": [
    "\\bTavus\\b"
   ],
   "Imubit": [
    "Imubit"
   ],
   "Searce": [
    "\\bSearce\\b"
   ],
   "Bot Auto": [
    "Bot Auto\\b"
   ],
   "Synergy Labs": [
    "Synergy Labs"
   ],
   "Cognite": [
    "\\bCognite\\b"
   ],
   "IronEdge Group": [
    "IronEdge"
   ],
   "Mstack AI": [
    "Mstack"
   ],
   "Wizard Labs": [
    "Wizard Labs"
   ],
   "C3 AI": [
    "\\bC3 ?\\.? ?AI\\b"
   ],
   "Octaria": [
    "Octaria"
   ],
   "Elevate Technology": [
    "Elevate Technology"
   ],
   "The Jonesi Consultancy": [
    "Jonesi"
   ],
   "App Maisters": [
    "App ?Maisters"
   ],
   "BKO AI": [
    "\\bBKO\\b"
   ],
   "Quantico Energy Solutions": [
    "Quantico Energy"
   ],
   "Onshore": [
    "(?-i:\\bOnshore\\b)(?! (?:wind|oil|drilling|and offshore))"
   ],
   "ThirdAI": [
    "ThirdAI"
   ],
   "Resolve Tech Solutions": [
    "Resolve Tech"
   ],
   "TekRevol": [
    "TekRevol"
   ],
   "ChaiOne": [
    "ChaiOne"
   ],
   "Mercury Data Science": [
    "Mercury Data Science"
   ],
   "AutomateNexus": [
    "AutomateNexus"
   ],
   "Softeq": [
    "\\bSofteq\\b"
   ],
   "Cloud Botics": [
    "Cloud ?Botics"
   ],
   "Talos Automation": [
    "Talos Automation"
   ],
   "Ademero": [
    "Ademero"
   ],
   "AI Superior": [
    "AI Superior"
   ],
   "Accenture": [
    "\\bAccenture\\b"
   ],
   "Deloitte": [
    "\\bDeloitte\\b"
   ],
   "PwC": [
    "\\bPwC\\b"
   ],
   "IBM": [
    "\\bIBM\\b"
   ],
   "Hewlett Packard Enterprise": [
    "Hewlett Packard Enterprise",
    "\\bHPE\\b"
   ],
   "NthDS": [
    "\\bNthDS\\b"
   ],
   "Pinnacle AI Software Solutions": [
    "Pinnacle AI"
   ],
   "Customized AI Solutions": [
    "Customized AI Solutions"
   ],
   "artificialintelligencehouston.com": [
    "artificialintelligencehouston"
   ],
   "Deep AI Solutions": [
    "Deep ?AI Solutions",
    "deepaisolutions\\.com"
   ]
  }
 },
 "companies": [
  {
   "name": "Liquid Technologies",
   "total": 118,
   "by_engine": {
    "chatgpt": 4,
    "claude": 29,
    "gemini": 32,
    "grok": 33,
    "perplexity": 20
   },
   "by_question": {
    "0": 40,
    "1": 30,
    "2": 16,
    "3": 32
   },
   "engines_naming": 5
  },
  {
   "name": "PennComp",
   "total": 108,
   "by_engine": {
    "chatgpt": 31,
    "claude": 22,
    "gemini": 23,
    "grok": 12,
    "perplexity": 20
   },
   "by_question": {
    "0": 36,
    "1": 12,
    "2": 50,
    "3": 10
   },
   "engines_naming": 5
  },
  {
   "name": "Plego Technologies",
   "total": 100,
   "by_engine": {
    "chatgpt": 18,
    "claude": 20,
    "gemini": 33,
    "grok": 11,
    "perplexity": 18
   },
   "by_question": {
    "0": 38,
    "1": 20,
    "2": 27,
    "3": 15
   },
   "engines_naming": 5
  },
  {
   "name": "Sparkhound",
   "total": 88,
   "by_engine": {
    "chatgpt": 22,
    "claude": 13,
    "gemini": 23,
    "grok": 20,
    "perplexity": 10
   },
   "by_question": {
    "0": 28,
    "1": 8,
    "2": 44,
    "3": 8
   },
   "engines_naming": 5
  },
  {
   "name": "Trenegy",
   "total": 81,
   "by_engine": {
    "chatgpt": 21,
    "claude": 17,
    "gemini": 21,
    "grok": 12,
    "perplexity": 10
   },
   "by_question": {
    "0": 20,
    "1": 7,
    "2": 50,
    "3": 4
   },
   "engines_naming": 5
  },
  {
   "name": "Opinosis Analytics",
   "total": 79,
   "by_engine": {
    "chatgpt": 21,
    "claude": 21,
    "gemini": 4,
    "grok": 13,
    "perplexity": 20
   },
   "by_question": {
    "0": 34,
    "1": 0,
    "2": 40,
    "3": 5
   },
   "engines_naming": 5
  },
  {
   "name": "Geeks Ltd",
   "total": 78,
   "by_engine": {
    "chatgpt": 6,
    "claude": 18,
    "gemini": 21,
    "grok": 33,
    "perplexity": 0
   },
   "by_question": {
    "0": 32,
    "1": 22,
    "2": 7,
    "3": 17
   },
   "engines_naming": 4
  },
  {
   "name": "Azumo",
   "total": 69,
   "by_engine": {
    "chatgpt": 17,
    "claude": 1,
    "gemini": 18,
    "grok": 13,
    "perplexity": 20
   },
   "by_question": {
    "0": 24,
    "1": 22,
    "2": 4,
    "3": 19
   },
   "engines_naming": 5
  },
  {
   "name": "Improving",
   "total": 68,
   "by_engine": {
    "chatgpt": 21,
    "claude": 9,
    "gemini": 17,
    "grok": 11,
    "perplexity": 10
   },
   "by_question": {
    "0": 24,
    "1": 8,
    "2": 30,
    "3": 6
   },
   "engines_naming": 5
  },
  {
   "name": "7T (SevenTablets)",
   "total": 59,
   "by_engine": {
    "chatgpt": 11,
    "claude": 10,
    "gemini": 28,
    "grok": 0,
    "perplexity": 10
   },
   "by_question": {
    "0": 6,
    "1": 30,
    "2": 3,
    "3": 20
   },
   "engines_naming": 4
  },
  {
   "name": "Glorium Technologies",
   "total": 58,
   "by_engine": {
    "chatgpt": 2,
    "claude": 18,
    "gemini": 15,
    "grok": 23,
    "perplexity": 0
   },
   "by_question": {
    "0": 21,
    "1": 19,
    "2": 3,
    "3": 15
   },
   "engines_naming": 4
  },
  {
   "name": "PwC",
   "total": 57,
   "by_engine": {
    "chatgpt": 12,
    "claude": 0,
    "gemini": 26,
    "grok": 11,
    "perplexity": 8
   },
   "by_question": {
    "0": 21,
    "1": 16,
    "2": 16,
    "3": 4
   },
   "engines_naming": 4
  },
  {
   "name": "EPC Group",
   "total": 49,
   "by_engine": {
    "chatgpt": 12,
    "claude": 10,
    "gemini": 0,
    "grok": 17,
    "perplexity": 10
   },
   "by_question": {
    "0": 7,
    "1": 0,
    "2": 39,
    "3": 3
   },
   "engines_naming": 4
  },
  {
   "name": "Persona AI",
   "total": 46,
   "by_engine": {
    "chatgpt": 6,
    "claude": 10,
    "gemini": 0,
    "grok": 20,
    "perplexity": 10
   },
   "by_question": {
    "0": 6,
    "1": 36,
    "2": 0,
    "3": 4
   },
   "engines_naming": 4
  },
  {
   "name": "IBM",
   "total": 45,
   "by_engine": {
    "chatgpt": 12,
    "claude": 0,
    "gemini": 23,
    "grok": 0,
    "perplexity": 10
   },
   "by_question": {
    "0": 5,
    "1": 10,
    "2": 20,
    "3": 10
   },
   "engines_naming": 3
  },
  {
   "name": "Hewlett Packard Enterprise",
   "total": 43,
   "by_engine": {
    "chatgpt": 2,
    "claude": 10,
    "gemini": 27,
    "grok": 0,
    "perplexity": 4
   },
   "by_question": {
    "0": 13,
    "1": 22,
    "2": 4,
    "3": 4
   },
   "engines_naming": 4
  },
  {
   "name": "Pendoah",
   "total": 42,
   "by_engine": {
    "chatgpt": 1,
    "claude": 2,
    "gemini": 8,
    "grok": 31,
    "perplexity": 0
   },
   "by_question": {
    "0": 13,
    "1": 12,
    "2": 5,
    "3": 12
   },
   "engines_naming": 4
  },
  {
   "name": "App Maisters",
   "total": 42,
   "by_engine": {
    "chatgpt": 1,
    "claude": 16,
    "gemini": 15,
    "grok": 0,
    "perplexity": 10
   },
   "by_question": {
    "0": 14,
    "1": 17,
    "2": 0,
    "3": 11
   },
   "engines_naming": 4
  },
  {
   "name": "Accenture",
   "total": 41,
   "by_engine": {
    "chatgpt": 12,
    "claude": 8,
    "gemini": 0,
    "grok": 11,
    "perplexity": 10
   },
   "by_question": {
    "0": 5,
    "1": 0,
    "2": 36,
    "3": 0
   },
   "engines_naming": 4
  },
  {
   "name": "Slalom",
   "total": 36,
   "by_engine": {
    "chatgpt": 12,
    "claude": 6,
    "gemini": 0,
    "grok": 8,
    "perplexity": 10
   },
   "by_question": {
    "0": 3,
    "1": 0,
    "2": 33,
    "3": 0
   },
   "engines_naming": 4
  },
  {
   "name": "Cortex Texas AI",
   "total": 34,
   "by_engine": {
    "chatgpt": 0,
    "claude": 0,
    "gemini": 10,
    "grok": 0,
    "perplexity": 24
   },
   "by_question": {
    "0": 10,
    "1": 2,
    "2": 12,
    "3": 10
   },
   "engines_naming": 2
  },
  {
   "name": "Synergy Labs",
   "total": 34,
   "by_engine": {
    "chatgpt": 0,
    "claude": 16,
    "gemini": 18,
    "grok": 0,
    "perplexity": 0
   },
   "by_question": {
    "0": 15,
    "1": 18,
    "2": 0,
    "3": 1
   },
   "engines_naming": 2
  },
  {
   "name": "IronEdge Group",
   "total": 34,
   "by_engine": {
    "chatgpt": 19,
    "claude": 5,
    "gemini": 0,
    "grok": 10,
    "perplexity": 0
   },
   "by_question": {
    "0": 13,
    "1": 0,
    "2": 18,
    "3": 3
   },
   "engines_naming": 3
  },
  {
   "name": "Deloitte",
   "total": 34,
   "by_engine": {
    "chatgpt": 12,
    "claude": 3,
    "gemini": 0,
    "grok": 9,
    "perplexity": 10
   },
   "by_question": {
    "0": 4,
    "1": 0,
    "2": 30,
    "3": 0
   },
   "engines_naming": 4
  },
  {
   "name": "The Jonesi Consultancy",
   "total": 32,
   "by_engine": {
    "chatgpt": 18,
    "claude": 5,
    "gemini": 0,
    "grok": 9,
    "perplexity": 0
   },
   "by_question": {
    "0": 13,
    "1": 0,
    "2": 17,
    "3": 2
   },
   "engines_naming": 3
  },
  {
   "name": "TekRevol",
   "total": 31,
   "by_engine": {
    "chatgpt": 0,
    "claude": 16,
    "gemini": 15,
    "grok": 0,
    "perplexity": 0
   },
   "by_question": {
    "0": 14,
    "1": 16,
    "2": 0,
    "3": 1
   },
   "engines_naming": 2
  },
  {
   "name": "Cloud Botics",
   "total": 26,
   "by_engine": {
    "chatgpt": 6,
    "claude": 6,
    "gemini": 4,
    "grok": 0,
    "perplexity": 10
   },
   "by_question": {
    "0": 7,
    "1": 0,
    "2": 0,
    "3": 19
   },
   "engines_naming": 4
  },
  {
   "name": "Tavus",
   "total": 23,
   "by_engine": {
    "chatgpt": 0,
    "claude": 2,
    "gemini": 0,
    "grok": 21,
    "perplexity": 0
   },
   "by_question": {
    "0": 12,
    "1": 10,
    "2": 0,
    "3": 1
   },
   "engines_naming": 2
  },
  {
   "name": "Bot Auto",
   "total": 23,
   "by_engine": {
    "chatgpt": 0,
    "claude": 0,
    "gemini": 0,
    "grok": 13,
    "perplexity": 10
   },
   "by_question": {
    "0": 3,
    "1": 20,
    "2": 0,
    "3": 0
   },
   "engines_naming": 2
  },
  {
   "name": "Inventiple",
   "total": 22,
   "by_engine": {
    "chatgpt": 0,
    "claude": 0,
    "gemini": 22,
    "grok": 0,
    "perplexity": 0
   },
   "by_question": {
    "0": 5,
    "1": 6,
    "2": 1,
    "3": 10
   },
   "engines_naming": 1
  },
  {
   "name": "Searce",
   "total": 22,
   "by_engine": {
    "chatgpt": 0,
    "claude": 0,
    "gemini": 5,
    "grok": 17,
    "perplexity": 0
   },
   "by_question": {
    "0": 12,
    "1": 0,
    "2": 10,
    "3": 0
   },
   "engines_naming": 2
  },
  {
   "name": "Wizard Labs",
   "total": 22,
   "by_engine": {
    "chatgpt": 11,
    "claude": 0,
    "gemini": 11,
    "grok": 0,
    "perplexity": 0
   },
   "by_question": {
    "0": 5,
    "1": 4,
    "2": 5,
    "3": 8
   },
   "engines_naming": 2
  },
  {
   "name": "Talos Automation",
   "total": 21,
   "by_engine": {
    "chatgpt": 0,
    "claude": 9,
    "gemini": 3,
    "grok": 9,
    "perplexity": 0
   },
   "by_question": {
    "0": 0,
    "1": 0,
    "2": 0,
    "3": 21
   },
   "engines_naming": 3
  },
  {
   "name": "C3 AI",
   "total": 19,
   "by_engine": {
    "chatgpt": 0,
    "claude": 0,
    "gemini": 10,
    "grok": 0,
    "perplexity": 9
   },
   "by_question": {
    "0": 2,
    "1": 8,
    "2": 0,
    "3": 9
   },
   "engines_naming": 2
  },
  {
   "name": "BKO AI",
   "total": 19,
   "by_engine": {
    "chatgpt": 1,
    "claude": 0,
    "gemini": 0,
    "grok": 18,
    "perplexity": 0
   },
   "by_question": {
    "0": 9,
    "1": 9,
    "2": 0,
    "3": 1
   },
   "engines_naming": 2
  },
  {
   "name": "Imubit",
   "total": 18,
   "by_engine": {
    "chatgpt": 8,
    "claude": 0,
    "gemini": 0,
    "grok": 0,
    "perplexity": 10
   },
   "by_question": {
    "0": 0,
    "1": 18,
    "2": 0,
    "3": 0
   },
   "engines_naming": 2
  },
  {
   "name": "Onshore",
   "total": 18,
   "by_engine": {
    "chatgpt": 5,
    "claude": 0,
    "gemini": 13,
    "grok": 0,
    "perplexity": 0
   },
   "by_question": {
    "0": 5,
    "1": 11,
    "2": 1,
    "3": 1
   },
   "engines_naming": 2
  },
  {
   "name": "Resolve Tech Solutions",
   "total": 18,
   "by_engine": {
    "chatgpt": 0,
    "claude": 0,
    "gemini": 18,
    "grok": 0,
    "perplexity": 0
   },
   "by_question": {
    "0": 6,
    "1": 8,
    "2": 2,
    "3": 2
   },
   "engines_naming": 1
  },
  {
   "name": "Mstack AI",
   "total": 17,
   "by_engine": {
    "chatgpt": 0,
    "claude": 0,
    "gemini": 0,
    "grok": 17,
    "perplexity": 0
   },
   "by_question": {
    "0": 7,
    "1": 10,
    "2": 0,
    "3": 0
   },
   "engines_naming": 1
  },
  {
   "name": "Elevate Technology",
   "total": 17,
   "by_engine": {
    "chatgpt": 0,
    "claude": 1,
    "gemini": 16,
    "grok": 0,
    "perplexity": 0
   },
   "by_question": {
    "0": 2,
    "1": 0,
    "2": 9,
    "3": 6
   },
   "engines_naming": 2
  },
  {
   "name": "Cognite",
   "total": 16,
   "by_engine": {
    "chatgpt": 0,
    "claude": 0,
    "gemini": 0,
    "grok": 0,
    "perplexity": 16
   },
   "by_question": {
    "0": 10,
    "1": 6,
    "2": 0,
    "3": 0
   },
   "engines_naming": 1
  },
  {
   "name": "Octaria",
   "total": 15,
   "by_engine": {
    "chatgpt": 0,
    "claude": 0,
    "gemini": 15,
    "grok": 0,
    "perplexity": 0
   },
   "by_question": {
    "0": 2,
    "1": 1,
    "2": 8,
    "3": 4
   },
   "engines_naming": 1
  },
  {
   "name": "ThirdAI",
   "total": 14,
   "by_engine": {
    "chatgpt": 1,
    "claude": 0,
    "gemini": 0,
    "grok": 3,
    "perplexity": 10
   },
   "by_question": {
    "0": 10,
    "1": 4,
    "2": 0,
    "3": 0
   },
   "engines_naming": 3
  },
  {
   "name": "AutomateNexus",
   "total": 14,
   "by_engine": {
    "chatgpt": 5,
    "claude": 9,
    "gemini": 0,
    "grok": 0,
    "perplexity": 0
   },
   "by_question": {
    "0": 0,
    "1": 0,
    "2": 0,
    "3": 14
   },
   "engines_naming": 2
  },
  {
   "name": "Quantico Energy Solutions",
   "total": 12,
   "by_engine": {
    "chatgpt": 0,
    "claude": 0,
    "gemini": 0,
    "grok": 0,
    "perplexity": 12
   },
   "by_question": {
    "0": 3,
    "1": 9,
    "2": 0,
    "3": 0
   },
   "engines_naming": 1
  },
  {
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