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How to add company entries (singles + roundups) to the websites

find these notebooks in the serpcompany/sops repo:

Add company categories with: add-company-categories-to-db.ipynb
Add new companies to postgres db with notebook add-company-to-db.ipynb
Label existing companies with a chosen category using the AI + confidence score method: categorize_companies.ipynb
Get 'articles' run for each single company using notebook: launch-company-jobs.ipynb --> run this then go to dashboard to kick it off from backlog to running

Get new companies to put into the DB by using chatgpt / deepseak / whatever and having them find stuff

Google gemini deep research seems promising...

// PROMPT

go find every "Ai agent" saas tool.

bring back a list of them, formatted in .csv format.

the datapoints we need for each are: `name, domain, categories[], price, features[], has_affiliate_program, affiliate_program_signup_url`

* for the 'categories', add in relevant subcategories of ai agent tools, like:

ai programmer
ai graphic design
ai interior design
ai data analyst
ai business consultant
ai project management
ai real estate agent
ai career coach
ai stylist
ai language teacher
ai event planner
ai tutor
ai contract review
ai tax preparation
ai customer segmentation
ai risk management
ai project management
ai debt collection software
ai field management
ai fraud detection
ai inventory management
ai data management
ai product management
ai knowledge management
ai for email management
ai insurance

i dont need a report with it, just the csv

result

name,domain,categories,price,features,has_affiliate_program,affiliate_program_signup_url
Relay.app,relay.app,"ai business consultant|ai project management|ai for email management","Free|Professional $19/month (annually)|Team $69/month (annually)|Enterprise (Contact for pricing)","Easy-to-use AI agent building|extensive pre-built capabilities|human-in-the-loop features|visual workflow builder",Yes,https://www.relay.app/affiliates
Gumloop,gumloop.com,"ai marketing","Free|Starter $97/month|Pro $297/month|Enterprise (Contact for pricing)","No-code workflow automation|visual interface|pre-built templates|subflows",No,
Bardeen,bardeen.ai,"ai business consultant|ai project management|ai sales agent|ai marketing","Free|Starter $99/month (annually)|Teams $500/month (annually)|Enterprise (From $1,500/month annually)","Workflow automation|AI web scraper|AI message generator|integrates with 100+ apps|no-code builder",No,
Teammates.ai,teammates.ai,"ai customer service|ai sales agent","This website is inaccessible.","Autonomous AI teammates for customer service (Raya) and sales/lead generation (Rashed)|24/7 availability|multi-language support",No,
TensorStax,tensorstax.ai,"ai data analyst","This website is inaccessible.","Autonomous AI agents for data engineering",No,
PineAI,pineai.io,"ai business consultant|ai customer service","This website is inaccessible.","Personal assistant handling negotiations",No,
InstAgent,instagent.ai,"ai agents platform","Information unavailable.","Build AI multi-agent systems in seconds|no code required",No,
FlashDocs,flashdocs.ai,"ai productivity","Free|Pro (Free trial, price not specified)|Enterprise (Contact for pricing)","API for automating Google Slides and PowerPoint decks|Markdown to slide decks|customizable templates",No,
Endorsed AI,endorsed.ai,"ai recruiting","Pro $299/month|Team (Contact for pricing)|Enterprise (Contact for pricing)","AI sourcing|AI applicant review|skills-first screening|team collaboration",No,
Nanonets,nanonets.com,"ai workflow|ai data management","Get started for free|Request a demo","Automates document processing and data extraction workflows|AI agent platform|no-code",Yes,Check website
BloggingAgent.ai,bloggingagent.ai,"ai content creation","Get started for free.","AI-powered blogging assistant for effortless content creation",No,
PenPrism,penprism.com,"ai content creation","$4.99 per article|bundles available","AI-assisted writing with human quality|perspective-driven and research-backed content creation",No,
Pictory AI,pictory.ai,"ai video creation|ai content creation","Check website.","Transform text and URLs into videos|AI video editor|auto-summarize long videos",Yes,Check website
Neets.ai,neets.ai,"ai content creation|ai audio & voice","Service discontinued.","Advanced AI-powered Text-to-Speech and language processing platform",No,
Hedra AI,hedra.ai,"ai video creation|ai image generation|ai audio & voice|ai content creation","Get started for free|premium plans available (details on website)","Create stunning AI videos, images, and audio in seconds|multimodal content creation",No,
AI Outbound Calls,aiagentslist.com,"ai customer service|ai sales agent","Ask for Pricing.","Automate phone calls with human-like AI agents instantly",No,
Chaindesk,chaindesk.ai,"ai customer service|ai chatbot","Free|check website for paid plans.","Create AI chatbots in minutes|no coding required|train with company data",Yes,https://databerry.getrewardful.com/
Play.ai,play.ht,"ai audio & voice|ai content creation","Paid plans|7-day free trial.","Transforming conversations with human-like AI voices|realistic AI voice generation|multi-speaker support",Yes,https://play.ht/affiliates/
Outcall AI,outcall.ai,"ai customer service|ai sales agent","This website is inaccessible.","AI agents that transform business communication instantly",No,
Bland AI,bland.ai,"ai sales agent|ai customer service","$0.09 per minute.","Ultra-realistic AI phone agents that transform business communication",No,
Cust AI,cust.ai,"ai customer service","This website is inaccessible.","AI agents transform customer success with personalized interactions",No,
Cognition Devin AI,cognition-labs.com,"ai programmer","Free.","Autonomous AI software engineer transforming engineering workflows|can plan and execute coding projects",No,
Devyan,devyan.ai,"ai programmer","Free.","AI agents collaborate to solve complex programming challenges",No,
Outlines AI,outlines.ai,"ai programmer|ai content creation","Paid.","Generate perfectly structured text with AI",No,
Maige AI,maige.io,"ai programmer","Free + Paid.","Automate GitHub workflows with AI-powered natural language commands",No,
OpenHands AI,openhands.ai,"ai programmer","Paid.","AI agents that code|debug|and create autonomously",No,
ElizaOS,elizaos.com,"ai agents platform","Free + Paid.","Revolutionizing AI agent development with an intelligent operating system",No,
NeMo Guardrails,developer.nvidia.com,"ai agents platform","Paid.","Programmable AI guardrails for safer|more controlled conversations",No,
LlamaGym,llamagym.com,"ai agents platform","Free + Paid.","Fine-tune AI agents with simple|powerful online reinforcement learning",No,
JACE AI,jace.ai,"ai for email management|ai productivity","Free|Plus $20/month|Pro $65/month.","Craft perfect emails in your voice|automatically|intelligent scheduling|email intelligence",Yes,https://jace.ai/affiliate
Effie AI,effie.ai,"ai productivity","Free + Paid.","AI-powered service desk that keeps your data local and secure",No,
AI Haggler,aiagentslist.com,"ai productivity","Ask for Pricing.","AI calls businesses|negotiates prices|saves you time and money",No,
JobBuddy AI,jobbuddy.ai,"ai job & career","Free + Paid.","AI-powered job search companion revolutionizing career opportunities",No,
EVA AI,eva.ai,"ai hr","Enquire for pricing.","AI-powered HR automation that transforms talent management|conversational AI assistant|predictive AI",Yes,Check website
aixbt by Virtuals,virtuals.co,"ai business intelligence","Ask for Pricing.","AI-powered crypto insights for smarter market decisions",No,
Mission Grey,missiongrey.com,"ai business intelligence|ai risk management","Paid|book a demo.","AI-powered geopolitical insights for global business strategy|risk analysis|scenario analysis",No,
Google Cloud Vision API,cloud.google.com,"ai image & art generation|ai image editing","Free + Paid (pay-per-use).","Transform visual data into intelligent insights with AI-powered computer vision|image labeling|face detection|OCR",Yes,https://cloud.google.com/affiliate-program
Frontline AI,frontline.ai,"ai digital workers","Free + Paid.","AI agents that automate work across your entire business instantly",No,
Jotform AI Agents,jotform.com,"ai customer service","Check website.","The future of customer service",Yes,Check website
AgentsForHire.ai,agentsforhire.ai,"ai agents platform","Check website.","Your AI agent workforce in one click",No,
Talkio.ai,talkio.ai,"ai language teacher","Paid plans|7-day free trial.","Transforming customer conversations with smart|real-time AI|life-like conversations with AI tutors|pronunciation practice",Yes,https://talkio.ai/partners/affiliates
Dashworks AI,dashworks.ai,"ai knowledge management|ai productivity","Flexible and transparent pricing|check website.","AI that answers all your team's questions|unified search across apps|real-time answers with citations",Yes,https://dashworks.notion.site/Dashworks-Affiliate-Program-e50779dd2fd4455fb690f0a6739806e6
HockeyStack,hockeystack.com,"ai marketing|ai sales agent","Check website.","AI agents for marketing reporting and account intelligence|analytics & attribution|cookieless tracking",No,
Stack AI,stack-ai.com,"ai workflow","Free plan|paid plans start at $199/month.","No-code platform for deploying automated workflows and AI applications",No,
Voiceflow,voiceflow.com,"ai customer service|ai chatbot","Free Sandbox plan|paid plans start at $50/month.","Build chat and voice AI agents for customer support|visual drag-and-drop editor|integrations",No,Check website
OpenAI's Operator,openai.com,"ai productivity","Starts at $199/month.","Performs various web-based tasks like a human",No,
AirOps,airops.com,"ai marketing|ai content creation","Custom pricing|contact team.","Content orchestration system|combines LLMs|data|and human expertise|templates for growth",Yes,Check website
Zep AI,zep.ai,"ai agents platform","Free plan|paid plans start at $99/month.","Scalable blocks to build production-ready AI agents|memory layer for existing AI agents",No,
Postman AI,postman.com,"ai developer tools","Free plan|paid plans start at $19/user/month.","AI agent builder integrated into API platform|LLM testing|API verification",No,
Aomni AI,aomni.com,"ai sales agent|ai marketing","Check website.","AI agent for B2B sales|automates research and sales development workflows|personalized AI",No,
ChemCrow,chemcrow.org,"ai research","Open-Source.","Performs chemistry-related tasks by integrating with 18 chemistry research tools",No,
MetaGPT,github.com,"ai programmer","Not explicitly mentioned|add-ons for business.","Multi-agent framework for software development|generates various software artifacts from a single requirement",No,
Tusk AI,tusk.ai,"ai programmer","API access.","AI coding agent that generates new code to solve product quality tickets and bugs",No,
Cal AI,cal.com,"ai productivity|ai scheduling","Open-Source|API access.","AI-powered scheduling assistant|manages calendars|sets availability|books meetings using natural language",No,
Cognosys AI,cognosys.ai,"ai workflow","Check website.","AI agent that functions like a chatbot to perform complex tasks|builds workflows for multi-step processes|connects favorite apps",No,
Designs.ai,designs.ai,"ai graphic design","Check website.","AI-powered design platform for logos, videos, banners, mockups",No,
Adobe Sensei,adobe.com,"ai graphic design","Part of Adobe Creative Cloud subscription.","AI-powered features within Adobe products like Photoshop and Illustrator",No,
Autodraw,autodraw.com,"ai graphic design","Free.","AI-powered tool that turns doodles into beautiful drawings",No,
Uizard,uizard.io,"ai graphic design","Free plan|paid plans available.","AI-powered tool that transforms sketches into design mockups and code",No,
Looka,looka.com,"ai graphic design","Subscription-based.","AI-powered logo maker and brand design platform",No,
Let's Enhance,letsenhance.io,"ai graphic design","Free for a limited number of images|paid plans available.","AI-powered image upscaler and enhancer",No,
Khroma,khroma.co,"ai graphic design","Subscription-based.","AI-powered color palette generator",No,
Remove.bg,remove.bg,"ai graphic design","Free for previews|paid credits for high-resolution images.","AI-powered background removal tool",No,
Canva,canva.com,"ai graphic design","Free plan|paid plans available.","User-friendly design platform with AI-powered features",No,
Sketch2Code,sketch2code.azurewebsites.net,"ai graphic design","Free.","AI tool that converts hand-drawn sketches into HTML code",No,
DreamStudio,stablediffusionweb.com,"ai graphic design","Credit-based system.","Web interface for generating images using Stable Diffusion AI model",No,
Fontjoy,fontjoy.com,"ai graphic design","Free.","AI-powered tool for pairing fonts",No,
DeepArt,deepart.io,"ai graphic design","Credit-based system.","AI tool that transforms photos into artwork",No,
Fotor AI,fotor.com,"ai graphic design","Free plan|paid plans available.","Online photo editor with AI-powered features",No,
Piktochart,piktochart.com,"ai graphic design","Free plan|paid plans available.","Platform for creating infographics, presentations, and other visuals with AI assistance",No,
Jasper Art,jasper.ai,"ai graphic design","Part of Jasper subscription.","AI image generation tool",No,
Runway ML,runwayml.com,"ai graphic design","Subscription-based.","Platform for AI magic tools for video editing and content creation",No,
DeepMaker AI,deepmaker.io,"ai graphic design","Check website.","AI-powered image generation and editing tools",No,
Animate AI,animate.adobe.com,"ai graphic design","Part of Adobe Creative Cloud subscription.","Character animation software with AI-powered features",No,
Leonardo AI,leonardo.ai,"ai graphic design","Free credits upon signup|paid subscriptions available.","AI platform for generating production-quality visual assets",No,
Magician,magician.design,"ai graphic design","Part of Figma plugin|paid subscription.","AI-powered design tool within Figma",No,
Recraft,recraft.ai,"ai graphic design","Free plan|paid plans available.","AI-powered vector art generator",No,
ColorMagic,colormagic.app,"ai graphic design","Free.","AI-powered color palette generator",No,
Juju,juju.land,"ai graphic design","Check website.","AI-powered tool for generating unique illustrations",No,
Bylo.ai,bylo.ai,"ai graphic design","Check website.","AI-powered tool for creating and editing images",No,
Grok AI Image Generator,x.ai,"ai graphic design","Part of Grok subscription.","AI tool for generating images from text prompts",No,
AI Prompt Generator,promptomania.com,"ai graphic design","Free.","Tool for generating creative prompts for AI image generators",No,
Aperture,apertureml.com,"ai graphic design","Check website.","AI-powered platform for creating and editing images",No,
CF Spark,cfspark.com,"ai graphic design","Credit-based system.","AI tool for generating images",No,
Journey Mixer,journeymixer.com,"ai graphic design","Check website.","Tool for combining and remixing AI-generated images",No,
Cognify Studio,cognifystudio.com,"ai graphic design","Check website.","AI-powered design and image editing platform",No,
CoverDesign AI,coverdesign.ai,"ai graphic design","Check website.","AI-powered book cover design tool",No,
Bolt,bolt.com,"ai programmer","Check website.","AI-powered platform for building and deploying applications",No,
Cursor,cursor.sh,"ai programmer","Free plan|paid plans available.","AI-powered code editor",No,
Windsurf,windsurf.ai,"ai programmer","Check website.","AI-powered platform for software development",No,
Replit,replit.com,"ai programmer","Free plan|paid plans available.","Online coding platform with AI-powered features",No,
Dashworks AI,dashworks.ai,"ai data analyst","Flexible and transparent pricing|check website.","AI that answers all your team's questions|unified search across apps|real-time answers with citations",Yes,https://dashworks.notion.site/Dashworks-Affiliate-Program-e50779dd2fd4455fb690f0a6739806e6
HockeyStack,hockeystack.com,"ai customer segmentation","Check website.","AI agents for marketing reporting and account intelligence|analytics & attribution|cookieless tracking",No,
Bolt,bolt.com,"ai programmer","Check website.","AI-powered platform for building and deploying applications",No,
Cursor,cursor.sh,"ai programmer","Free plan|paid plans available.","AI-powered code editor",No,
Windsurf,windsurf.ai,"ai programmer","Check website.","AI-powered platform for software development",No,
Replit,replit.com,"ai programmer","Free plan|paid plans available.","Online coding platform with AI-powered features",No,