Week 1
Week of 5 Oct 2026 · Perplexity, ChatGPT, Gemini · 3 runs eachquestions where at least one AI named Continuum in most of its runs.
Our own pages were used as a source in answers to 8 of the 17 questions, and AI named us on 1. Being read is not the same as being recommended.
What we did this week
- ListingSubmitted our listing on g2.com · 5 Oct 2026
Getting named by AI: 0 of 9 named us
01“how do I get my business recommended by ChatGPT”Not named · see the answer · hidePerplexity 0/3ChatGPT 0/3Gemini 0/3
Here’s how you can increase the chances that ChatGPT recommends your business, drawn from up-to-date, expert sources: --- 1. Understand How ChatGPT Chooses Recommendations No submission process, no payments You cannot pay or submit your business to be featured. ChatGPT bases its recommendations on publicly available...
- Also named
- None of the companies we track
- Sites it cited most
- openai.com, entrepreneur.com, markets.businessinsider.com, impactplus.com
02“how do I get my business mentioned in ChatGPT answers”Not named · see the answer · hidePerplexity 0/3ChatGPT 0/3Gemini 0/3
Here’s how you can increase the chances that your business will be mentioned, recommended, or cited in ChatGPT answers. No direct submission, paid placement, or guaranteed formula exists, but there are proven, practical steps you can take: --- 1. Understand How ChatGPT Mentions Businesses ChatGPT can reference your...
- Also named
- None of the companies we track
- Sites it cited most
- semrush.com, help.openai.com, blog.hubspot.com, clickforest.com
03“is my business showing up in ChatGPT”Not named · see the answer · hidePerplexity 0/3ChatGPT 0/3Gemini 0/3
If you're asking whether your business appears or is visible when users query ChatGPT, for example, “Can you recommend a plumber in Chicago?”, here’s how things currently work: There’s no formal business listing system inside ChatGPT like Google My Business or Yelp. OpenAI doesn't provide a self-serve business profile...
- Also named
- None of the companies we track
- Sites it cited most
- openai.com, linkedin.com, help.openai.com, blog.hubspot.com
04“AI visibility audit for small business”Not named · see the answer · hidePerplexity 0/3ChatGPT 0/3Gemini 0/3
Here’s a refined guide to conducting an AI Visibility Audit for a Small Business, beautifully structured, well-sourced, and fully actionable. --- What Is an AI Visibility Audit? An AI visibility audit evaluates whether and how your business appears in AI-generated answers (like ChatGPT, Gemini, Claude, Perplexity, and...
- Also named
- None of the companies we track
- Sites it cited most
- semrush.com, linkedin.com, searchenginejournal.com, einpresswire.com
05“AEO agency for small businesses”Not named · see the answer · hidePerplexity 0/3ChatGPT 0/3Gemini 0/3
If you’re referring to an AEO agency for small businesses, the term "AEO" can actually denote two distinct things: Answer Engine Optimization, a marketing service that optimizes your content for AI-powered platforms (like ChatGPT, Google AI, Perplexity). Authorized Economic Operator, a customs certification that...
- Also named
- None of the companies we track
- Sites it cited most
- einpresswire.com, usatoday.com, menafn.com, posirank.com
06“how to rank in ChatGPT for local business”Not named · see the answer · hidePerplexity 0/3ChatGPT 0/3Gemini 0/3
Here’s a polished, well-structured guide on how to “rank” your local business in ChatGPT’s results, often described as Answer Engine Optimization (AEO): --- Understanding What “Ranking” Means in ChatGPT ChatGPT doesn’t provide a ranked list of businesses like Google does. Instead, it synthesizes answers and names one...
- Also named
- None of the companies we track
- Sites it cited most
- seo.com, searchengineland.com, blog.hubspot.com, birdeye.com
07“does ChatGPT recommend HVAC companies”Not named · our page used as a source · see the answer · hidePerplexity 0/3ChatGPT 0/3Gemini 0/3
You asked: "Does ChatGPT recommend HVAC companies?" Here’s what’s happening: 1. ChatGPT can recommend HVAC companies, but it’s not an advertisement or paid placement When users ask for local HVAC help, ChatGPT may name (or “recommend”) two to five businesses within its answer. However, this result is generated on the...
- Also named
- None of the companies we track
- Sites it cited most
- cheers.tech, pleiadesconsultancy.com, hvacfound.com, theanswerengine.ai
- Our page cited
- uxcontinuum.com/answers/does-chatgpt-recommend-hvac-companiesuxcontinuum.com/who-ai-recommends/hvac-companies-dallas
08“how do realtors get recommended by ChatGPT”Not named · see the answer · hidePerplexity 0/3ChatGPT 0/3Gemini 0/3
Here’s how real estate agents (realtors) can get recommended by ChatGPT: --- What Makes ChatGPT Recommend a Realtor? 1. Consistent Entity Presence ChatGPT needs a clear and unambiguous identity to confidently recommend you. That means your name, contact details, and specialty must match exactly across all platforms...
- Also named
- None of the companies we track
- Sites it cited most
- inman.com, housingwire.com, linkedin.com, coffeecontracts.com
09“how do plumbers show up in ChatGPT answers”Not named · our page used as a source · see the answer · hidePerplexity 0/3ChatGPT 0/3Gemini 0/3
When you ask ChatGPT about plumbers, the responses typically fall into several common patterns depending on what you're requesting. Here's how plumbers tend to "show up" in ChatGPT answers: Recommendations for Local Plumbers or Service Providers If you ask something like "Who's the best plumber in [City]?", ChatGPT...
- Also named
- None of the companies we track
- Sites it cited most
- openai.com, linkedin.com, justdial.com, see-geo.com
- Our page cited
- uxcontinuum.com/answers/how-do-plumbers-show-up-in-chatgpt-answers
Software and technical help: 1 of 8 named us
10“how much does it cost to build an MVP”Not named · see the answer · hidePerplexity 0/3ChatGPT 0/3Gemini 0/3
Here’s an updated and well-structured overview of how much it typically costs to build a Minimum Viable Product (MVP) in 2026, and what influences that cost: --- Typical Cost Ranges by Complexity and Type Multiple reputable sources converge on a similar spectrum, though the exact numbers can vary by feature complexity...
- Also named
- None of the companies we track
- Sites it cited most
- startupfortune.com, linkedin.com, sthenostechnologies.com, appinventiv.com
11“how much equity should a technical cofounder get”Not named · our page used as a source · see the answer · hidePerplexity 0/3ChatGPT 0/3Gemini 0/3
Here’s a detailed and up-to-date overview of how much equity a technical co-founder typically receives. The range depends on factors like timing, risk, contribution, and whether any salary is involved. I’ve also emphasized the importance of vesting and proper agreements. --- Common Equity Ranges Early, Equal...
- Also named
- None of the companies we track
- Sites it cited most
- reddit.com, learn.icanpitch.com, cleveroad.com, taroschenker.com
- Our page cited
- uxcontinuum.com/blog/startup-cto/technical-cofounder-equityuxcontinuum.com/blog/startup-cto/technical-cofounder-equity-agreement
12“who can fix my AI-built app before launch”Not named · see the answer · hidePerplexity 0/3ChatGPT 0/3Gemini 0/3
If you're looking for help fixing your AI-built app before its launch, you have several viable paths, ranging from one-off audits to full-scale fixes, provided by specialized service providers and platforms. Here's a breakdown of your best options based on current offerings: --- Audit-First, Then Fix 1. Upwork...
- Also named
- Upwork (4 of 9 answers), Toptal (1 of 9 answers)
- Sites it cited most
- linkedin.com, appstuck.com, upwork.com, simpalm.com
13“how much does a fractional CTO cost”Not named · our page used as a source · see the answer · hidePerplexity 0/3ChatGPT 0/3Gemini 0/3
Here’s a comprehensive overview (as of October 5, 2026) of fractional CTO (Chief Technology Officer) costs in the U.S., across different billing models and company stages, complete with citations: --- Hourly Rates: Most fractional CTOs charge between $150 to $400 per hour, with specialists in regulated domains or M&A...
- Also named
- None of the companies we track
- Sites it cited most
- fractionus.com, empat.tech, gofractional.com, hypernestlabs.com
- Our page cited
- uxcontinuum.com/fractional-cto-pricing
14“should I bring on a cofounder CTO or hire someone”Not named · our page used as a source · see the answer · hidePerplexity 0/3ChatGPT 0/3Gemini 0/3
Deciding whether to bring on a technical co-founder (CTO partner) or to hire a CTO for your startup depends heavily on your company’s current stage, resources, and needs. Here’s a thoroughly researched breakdown to help you evaluate the best path forward: --- 1. Define Your Startup’s Stage and Needs Foundational Stage...
- Also named
- None of the companies we track
- Sites it cited most
- wtt-solutions.com, spectraforce.com, medium.com, datadrivendaily.com
- Our page cited
- uxcontinuum.com/blog/startup-cto/startup-cto-equity-what-is-fair-2026uxcontinuum.com/blog/startup-cto/technical-cofounder-equityuxcontinuum.com/blog/startup-cto/technical-cofounder-vs-hiring
15“should I hire an agency or a freelancer to build my business app”Not named · our page used as a source · see the answer · hidePerplexity 0/3ChatGPT 0/3Gemini 0/3
When deciding whether to hire an agency or a freelancer to build your business app, the right choice depends on your project's complexity, your ability to manage, your budget, and your appetite for risk. Here’s a breakdown to help you decide what’s right for your situation: --- Freelancer: Best for Small, Clearly...
- Also named
- None of the companies we track
- Sites it cited most
- linkedin.com, clutch.co, bolderapps.com, reddit.com
- Our page cited
- uxcontinuum.com/answers/agency-vs-freelancer-vs-developer
16“should I refresh or rewrite my old PHP web app”Named us: ChatGPT · our page used as a source · see the answer · hidePerplexity 0/3ChatGPT 2/3Gemini 0/3
...The application continues to run your business and contains essential, undocumented logic. You can safely upgrade the PHP runtime and apply fixes incrementally. You want visible improvements (UI, performance) without full rewrite risk. Continuum recommends staged enhancement, such as updating the UI, fixing slow parts, and upgrading PHP, letting your app...
- Also named
- None of the companies we track
- Sites it cited most
- zend.com, linkedin.com, dev.to, sensiolabs.com
- Our page cited
- uxcontinuum.com/answers/refresh-or-rewrite-old-php-app
17“off-the-shelf vs custom software for a small business”Not named · our page used as a source · see the answer · hidePerplexity 0/3ChatGPT 0/3Gemini 0/3
Here’s a structured comparison of off‑the‑shelf (OTS) versus custom software for a small business, including a practical hybrid (buy‑and‑build) approach, drawing on up-to-date expert insights to help you make an informed decision. --- When to Use Off-the-Shelf Software Fast deployment and low upfront cost OTS solutions...
- Also named
- None of the companies we track
- Sites it cited most
- clutch.co, fingent.com, classicinformatics.com, diceus.com
- Our page cited
- uxcontinuum.com/answers/off-the-shelf-vs-custom-software
Holdout, no work done: 0 of 5 named us
18“who can get my business mentioned in AI answers”Not named · see the answer · hidePerplexity 0/3ChatGPT 0/3Gemini 0/3
Here’s how you can increase the chances that your business is mentioned, cited, or even recommended in AI-generated answers, like those from ChatGPT, Gemini, Perplexity, or Google’s AI Overviews. --- 1. Ensure AI Crawlers Can Access Your Site Confirm that AI-specific crawlers (e.g., GPTBot for ChatGPT, PerplexityBot...
- Also named
- None of the companies we track
- Sites it cited most
- entrepreneur.com, semrush.com, blog.hubspot.com, seranking.com
19“best company to improve AI search visibility”Not named · see the answer · hidePerplexity 0/3ChatGPT 0/3Gemini 0/3
Here’s an up-to-date overview of the best companies to improve AI search visibility, that is, to help your brand appear, be cited, or recommended in AI-powered search environments like ChatGPT, Google’s AI Overviews, Gemini, Perplexity, and more. The landscape of agencies specializing in AI Search Optimization, often...
- Also named
- None of the companies we track
- Sites it cited most
- semrush.com, thriveagency.com, blog.hubspot.com, webfx.com
20“does ChatGPT recommend roofers”Not named · see the answer · hidePerplexity 0/3ChatGPT 0/3Gemini 0/3
Yes, under certain conditions, ChatGPT can recommend roofers, but there are important nuances and limitations to understand: --- 1. ChatGPT Can Name Roofing Companies, but Only When It Has Enough Trustworthy Data When a user asks something like “Who’s a good roofer in [city]?” ChatGPT may list 1, 3 roofing companies...
- Also named
- None of the companies we track
- Sites it cited most
- linkedin.com, cheers.tech, reddit.com, citehawk.com
21“hire someone to finish my app”Not named · see the answer · hidePerplexity 0/3ChatGPT 0/3Gemini 0/3
It sounds like you'd like to hire someone to complete your app, great move for bringing it across the finish line. To give you the most helpful guidance, could you share a few more details? Specifically: • What kind of app is it (web, mobile, backend, cross‑platform, etc.)? • Which stage is the app currently in, e.g...
- Also named
- Upwork (8 of 9 answers), Toptal (5 of 9 answers)
- Sites it cited most
- upwork.com, freelancer.com, arc.dev, twine.net
22“part-time CTO for a non-technical founder”Not named · our page used as a source · see the answer · hidePerplexity 0/3ChatGPT 0/3Gemini 0/3
Here’s a refined guide for non‑technical founders considering hiring a part-time, fractional, or interim CTO. This breakdown includes what the role involves, when it makes sense, how to hire wisely, and how to get the most from the engagement. --- What Is a Part‑Time / Fractional CTO? A part-time CTO offers...
- Also named
- Upwork (1 of 9 answers)
- Sites it cited most
- amazingcto.com, groovyweb.co, 124tech.com, eightbitstudios.com
- Our page cited
- uxcontinuum.com/blog/startup-cto/hire-fractional-cto-2026