Marketing

AI-assisted market, competitor, and audience research synthesis

Use AI to accelerate competitor, market, and audience research by synthesizing competitor sites, pricing, customer interviews, reviews, social listening, reports, and web sources into actionable marketing briefs. Humans validate important claims and turn the synthesis into strategy before using it in campaigns or recommendations.

Why the human is still essential here

A marketer must choose the right sources and questions, validate claims and citations, interpret what matters for the market and audience, and convert the research into strategic decisions.

How people use this

Competitor messaging brief

AI scans competitor homepages and product pages to summarize core positioning, proof points, and audience promises in a structured brief.

Perplexity Pro

Pricing page comparison

AI extracts pricing tiers, plan language, and packaging differences across competitors so marketers can compare offers quickly.

Perplexity Pro / ChatGPT

Audience pain point clustering

AI reviews customer comments, reviews, and survey responses to surface recurring frustrations and buying objections by segment.

SparkToro / ChatGPT

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Related Prompts (4)

Community stories (10)

LinkedIn

Here are a few ways we are leveraging AI to assist with sales and marketing (plus a few ways not to use AI).

Here are a few ways we are leveraging AI to assist with sales and marketing (plus a few ways not to use AI). Do you have anything you would add to either list?

First, letโ€™s dive into how you should NOT be using AI.


- Stop using AI to create all your content. Several colleagues have shared data showing engagement levels plummet for social media and website content created by AI. Engagement across all platforms. It is ok to use AI to help, but you MUST edit this content with a qualified human. A good rule of thumb is that the more important the content, the more editing it will require.


- Stop using AI to send important emails. The content generated by AI is clearly not human. People can subconsciously tell, if not outright. This sends a signal to the person you are emailing that you donโ€™t care enough to write them yourself.


- Stop using AI to create all your content images. Again, letโ€™s think about this from the perspective of how important your content is. Simple post, sure, if that post needs an image. But adding an image for the sake of it is not effective.


Here are a few amazing ways to use AI for sales and marketing:


- Start using AI to inspire your content, emails, posts, research, and more. AI can be a great assistant in helping you identify opportunities you may miss. This is mostly done in the conversational side of AI.


- Start using AI to do the mundane tasks. With a simple Claude Code .md file (Google this if you donโ€™t know what it is), I was able to create a file where I insert a URL into Claude Code, and it creates a csv of names, emails, LinkedIn profiles, and bios of all the decision makers. Saves a ton of time.


- Start using AI to set up automated low-touchpoint interactions. Rather, this is online chat or surface-level emails; create AI agents that help you knock out 80% of the work in low-impact, high-volume interactions.


- Start using AI for marketing and sales processes and plans. AI is amazing at creating frameworks and rubrics for marketing and sales. Think of AI like a junior employee here. The output is solid, but requires some changes and additions. Use AI for editorial calendars, campaign plans, road maps, and more.


- Start using AI for research. Competitive research, new market options, market size, scope, areas of opportunity, your own campaigns, etc. AI can be a powerful research assistant. You need to be careful to properly structure the research, so AI doesnโ€™t just give you answers you want to hear.

JL
Jabez LeBretHead of Strategy at LexBlog, Inc.
Apr 8, 2026
LinkedIn

I use AI. There, I said it.

I use AI. There, I said it.

As a personal branding agency, itโ€™s impossible to expand or diversify your clientele without AI workflows.


I have fed 100+ interviews to train my Claude for each client. It knows exactly what news, articles, and Reddit threads to pick for each clientโ€™s content.


But before and after this, AI is absolutely useless. It cannot tell you what questions to ask, how to create a comfort bubble for a person so they can unabashedly share their opinions.


It cannot form a bond with the person youโ€™re writing for. And *drum rolls* AI CANNOT WRITE. If I were to send a fully AI-generated post to my client, theyโ€™d think a potato wrote it.


The hooks are bad. There are unnecessary rhetorics and similes. It cannot form a single sentence without robbing the person of their personality.


You need a writer even if tomorrow you chose to use AI for all your posts. Because honey, writers know how to stop the scroll. Writers know how deep or far the reader has to be taken into the story.


I have had the same clients for years and itโ€™s not because Iโ€™ve made them the Elon Musks of social media. Itโ€™s because I work too closely with their long-term goals, I safeguard their image, Iโ€™m a mini PR. Some would say Iโ€™m their therapist too lol.


Personal branding, my nugget, is 80% process and 20% posts. Posts are the laaaassssst part. The backbone of any process is always a person who has been there, done that.


Even the best vibecoders have breathed, lived, and died in code first.

SJ
Shailya JaggiFounder | Writer | Personal Branding Strategist
Apr 11, 2026
LinkedIn

Most marketers are using AI wrong.

Most marketers are using AI wrong.

They ask it to write captions and stop there.


Here's how I use AI to run smarter marketing campaigns โ€” without losing the human touch:


1. Research in minutes, not days

AI helps me analyze competitor positioning, audience pain points, and market trends before I write a single word of copy.


2. Build the strategy first, then generate content

I feed AI my target audience, goals, and tone โ€” then use it to draft content frameworks, not finished posts. The thinking stays mine.


3. Repurpose everything

One blog post โ†’ 5 captions โ†’ 3 email hooks โ†’ 1 short video script. AI makes this take 20 minutes instead of 3 hours.


4. Test faster

I run A/B variations on headlines and CTAs using AI-generated options, then let performance data pick the winner.


5. Personalize at scale

From outreach emails to ad copy, AI lets me tailor messaging to different audience segments without starting from scratch each time.


The marketers winning right now aren't the ones replacing their thinking with AI.

They're the ones using AI to think bigger.


Which of these do you already use? Drop it in the comments ๐Ÿ‘‡


#MarketingStrategy #AIMarketing #DigitalMarketing #ContentMarketing #MarketingTips

VY
Victor YeswaMarketing | Western Star Hotel, Kakamega | Corporate Events & Hospitality
Apr 4, 2026
Medium

AI didnโ€™t make me a better marketer. It made me a more honest one.

After a year of building AI into my workflow, hereโ€™s what I didnโ€™t expect to find, and what it forced me to confront about the work Iโ€™d been calling โ€œstrategy.โ€

JN
Jessica NevinsMarketing strategist
Apr 2, 2026
LinkedIn

5 free AI tools I use every day as a marketer (no BS)

5 free AI tools I use every day as a marketer
(no BS)


1. Perplexity

Deep competitor research.

With real sources attached.


2. Claude

Build full campaigns.

Funnels. Content calendars.

Long form strategy.


3. Notion

Turn messy ideas

into clean timelines.


4. Canva

Design posts.

Carousels.

Ads. Fast.


5. Gamma

Create professional

client slide decks

in minutes.


I use them across:

โ€ข LinkedIn โ€ข Instagram โ€ข TikTok โ€ข YouTube โ€ข X


Which AI tool do you use every day?

SS
Sanchit ShangariDigital Marketing & Communications Coordinator
Mar 10, 2026
LinkedIn

I tested 40+ AI tools for marketing over the last 6 months.

I tested 40+ AI tools for marketing over the last 6 months.

Most are garbage. Some are decent. A few completely changed how I work.


Here is the honest breakdown of what I actually use now (and what I stopped using):


๐—™๐—ผ๐—ฟ ๐˜„๐—ฟ๐—ถ๐˜๐—ถ๐—ป๐—ด ๐—ฎ๐—ฑ ๐—ฐ๐—ผ๐—ฝ๐˜†: Not ChatGPT. I use Claude. The output needs 80% less editing. Especially for long-form landing pages and email sequences. ChatGPT is fine for brainstorming, terrible for final copy.


๐—™๐—ผ๐—ฟ ๐—ฐ๐—ผ๐—บ๐—ฝ๐—ฒ๐˜๐—ถ๐˜๐—ถ๐˜ƒ๐—ฒ ๐—ฎ๐—ป๐—ฎ๐—น๐˜†๐˜€๐—ถ๐˜€: Not any paid tool. Perplexity Pro. Ask it to pull positioning, pricing, and messaging from any competitor's website, and it gives you a structured brief in 2 minutes. I used to spend half a day on this.


๐—™๐—ผ๐—ฟ ๐—ฏ๐˜‚๐—ถ๐—น๐—ฑ๐—ถ๐—ป๐—ด ๐—ฐ๐—ฟ๐—ฒ๐—ฎ๐˜๐—ถ๐˜ƒ๐—ฒ๐˜€: Not Canva AI. I go between Ideogram for static visuals and Runway for short video. The quality gap between these and Canva's AI features is massive.


๐—™๐—ผ๐—ฟ ๐—ฐ๐—ผ๐—ป๐˜๐—ฒ๐—ป๐˜ ๐—ฝ๐—น๐—ฎ๐—ป๐—ป๐—ถ๐—ป๐—ด: Not a spreadsheet. I feed one content pillar into Claude using my brand voice doc, and it generates 30 days of platform-specific posts. LinkedIn, Instagram, Twitter. Different formats, different hooks, same core message.


๐—™๐—ผ๐—ฟ ๐—น๐—ฎ๐—ป๐—ฑ๐—ถ๐—ป๐—ด ๐—ฝ๐—ฎ๐—ด๐—ฒ ๐—ฎ๐˜‚๐—ฑ๐—ถ๐˜๐˜€: Not a checklist. I screenshot the page, drop it into GPT-4o or Claude with a specific CRO prompt, and get a section-by-section teardown with prioritized fixes. Faster than any consultant.


๐—™๐—ผ๐—ฟ ๐—ฆ๐—˜๐—ข ๐—ฎ๐—ป๐—ฑ ๐˜€๐—ฒ๐—ฎ๐—ฟ๐—ฐ๐—ต ๐˜€๐˜๐—ฟ๐—ฎ๐˜๐—ฒ๐—ด๐˜†: This is where it gets interesting. Google is not the only search engine anymore. AI tools like ChatGPT, Perplexity, and Gemini are becoming discovery platforms. If your brand does not show up there, you are already invisible to a growing segment of your audience.


Most marketers I talk to are using one tool for everything.


That is like using a hammer for every job. It works on nails. It destroys screws.


The real skill in 2026 is not "using AI." It is knowing which tool to pick up for which task.


I am putting together something for marketers who want to see these exact workflows in action. Not a course. Not a PDF.


If you want to get access, comment "AI Stack" below or DM me directly, and I will DM you the details.


Please follow/connect so it will be easier for me to DM you!

AB
Akshay BadkarSenior Manager - Content Marketing
Mar 12, 2026
LinkedIn

Knowing which AI to use is now a marketing superpower.

Knowing which AI to use is now a marketing superpower.



Most people just pick ChatGPT for everything. Smart marketers match the tool to the task, and that changes everything.


Here is how I use each one in my workflow as a Digital Marketing Specialist and Social Media Manager.


ChatGPT is my strategic operator. Great for brainstorming campaign ideas, automating workflows, and daily content execution.


Claude is my writing expert. When I need deep analysis, long-form copy, or polished ad scripts, this is my first call.


Gemini is my visual brain. Perfect when working inside Google tools or handling image and data tasks in one place.


DeepSeek is my logic thinker. Precision math, technical problem solving, and budget calculations for ad campaigns.


Perplexity is my research engine. Before I launch any campaign, I use it to gather market data, trends, and competitor insights.


Grok is my real-time pulse. When I need to know what is trending right now before crafting social content, this is where I go.


As someone who runs paid ads, manages communities, creates Canva graphics, and converts leads into actual sales, I am not loyal to one AI. I am loyal to results.


The marketers winning in 2026 are not the ones who simply know AI exists. They are the ones who know which AI to deploy, when, and why.


Are you using the right tool for the job? Drop your favorite in the comments.

Repost this if it helped. Your network needs to see this.



Omisanya Ifeoluwa

The brand behind the brand

IO
Ifeoluwa OmisanyaDigital Marketing Specialist and Social Media Manager
Mar 4, 2026
LinkedIn

My mom asked me how I use AI at work.

My mom asked me how I use AI at work.

โ€œFor everythingโ€ wasnโ€™t a very helpful answer. ๐Ÿ˜…


So I typed up these steps I often go through (this specific list was for creating web pages, but the process is often similar for other deliverables).


Nobody asked except my mom ๐Ÿ˜‰, but here is my process:



WRITING WEB COPY WITH AI


1. Start with my brain: no AI yet

Dig up existing documents on the topic I need to write about, jot down notes that come to mind, review competitor pages, roughly map page structure...


2. Generate a first draft with AI

- Have AI make a โ€œweb page copy briefโ€ based on my notes/outline, plus our Domo product positioning doc

- Using that brief, generate a first draft of the page via a Web Copywriter Agent I made

- Go back & forth with the agent to iterate on messaging


3. Switch into research mode with AI

To confirm Iโ€™m on the right track, switch gears and use:

- Geminiโ€™s Deep Research Agent for additional market & competitive context

- My own Voice-of-Customer Agent trained on real customer comments


4. Go back and critique the draft with AI

Feed those findings back into the Copy Agent. Ask it to critique the draft against things like market direction, analyst framing, and customer language. Make adjustments accordingly.


5. Critique the draft with humans

Align with PMs and other stakeholders, and refine again.



I find the best outputs come when I alternate between using AI for creation and critique.


I like breaking the project up into several steps, wiping the context between chats, and using my *very own human brain* heavily throughout the process.


It takes more time, but I think itโ€™s worth it. :)



Any other favorite AI tricks I should add to the list? (Itโ€™s for my mom, I promise !!)

EB
Ellie BeanProduct Marketing Manager @ Domo
Mar 3, 2026
LinkedIn

Everyone is using AI in one capacity or another.

Everyone is using AI in one capacity or another.

I mostly use it for summarization. To take a lot of information and make it more digestible. But I am begging content marketers to please use it sparingly. It cheapens what we do. Too many times I see a post or a reply clearly written by ChatGPT and not edited, vetted, or in a companyโ€™s voice whatsoever.


Maybe I can spot it more than most but when I see something so clearly written by ChatGPT itโ€™s an immediate turn off. It lacks sincerity. It lacks authenticity. It lacks originality.


Ask yourself:


โ–ช๏ธIs this adding value?

โ–ช๏ธIs this accurate?

โ–ช๏ธIs this undermining your brandโ€™s message?

โ–ช๏ธIs this undermining everything we do?


It takes two minutes to review and edit a prompt response. You can be an expert at leveraging AI and still be a marketing and branding expert. Donโ€™t take the easy road and cheapen both your voice and your brandโ€™s. Youโ€™re doing yourself and your clients a disservice.


โœ๐Ÿผ Written by me, a human, in five minutes.

DAH
Devin A. HealeyMarketing Consultant (Engage Social Media Solutions)
Feb 25, 2026
LinkedIn

AI automation earns its place in my workflow in areas where human review remains part of the process.

AI automation earns its place in my workflow in areas where human review remains part of the process. Research, drafting, reporting, brainstorming, synthesizing data, and building first versions of things that I evaluate before anything goes live. That's where I get the efficiency gains without gambling on my client's business.

The marketing automation tools that worry me are those marketed specifically on the promise of removing human judgment from the loop.


For many of my clients, my judgment, based on years of experience working in highly sensitive and regulated niches, isn't a bottleneck; it's the service they're expecting.


#marketing #ai #openclaw

DP
David PrideFounder, Social Impressions
Feb 24, 2026