Validate Your App Idea |The AI Prompt I Run Before Building Anything (Save this)

Carousel 4 — “How to Validate Your App Idea” (the reel)

Title:

Validate Your App Idea | The AI Prompt I Run Before Building Anything (Save Yourself a Weekend)

Caption:

🪺 The AI prompt I run BEFORE I build anything. Save yourself three weekends and a lot of regret.

Most people fall in love with their idea and start building. Three weekends later, they’ve built something nobody asked for.

Here’s the prompt I now run first — pasted into Claude, ChatGPT, or Gemini. Free tiers work fine.

Who this is for:

— First-time builders sitting on an app idea

— Founders who keep starting projects and abandoning them

— Anyone who’s said “I’ll build it this weekend” three weekends in a row

— Vibe coders who want to ship something that actually matters

What the prompt forces the AI to give you:

1. 📊 Market analysis — is this even real?

2. 🔍 Gaps in existing solutions

3. ⚔️ 5 specific competitors (with names)

4. 📏 Niche size — order of magnitude

5. 🎯 MVP scope — what to cut

6. 💰 Monthly cost to run it

The trick: the last line of the prompt is “Be brutally honest. If this idea is weak, tell me.” Without that line, the AI is too polite about bad ideas.

The follow-up that makes it work:

Once the AI gives you the first response, push back with these:

→ What’s the most likely reason this fails?

→ Who would actively NOT want this?

→ What’s the smallest version that proves the riskiest assumption?

→ What would I learn from building it that I can’t learn any other way?

If the answer to the last one is “nothing I couldn’t learn from 5 DMs to potential users” — don’t build yet. Send the DMs first.

DM me “ideas” for the full How to Get Started guide — three interests, three gaps, the validation prompts to test them 🪺

#appideas #aiforfounders #buildwithai #vibecoding #aiformoms #mvpdevelopment #productvalidation #aitools #lemon8founder #lemon8creator

5/20 Edited to

... Read moreIn my experience, many first-time app builders dive headfirst into development without validating their ideas, often spending weeks only to find out there’s little demand. Using an AI prompt like the one described creates an efficient way to test your concept before investing too much time or money. I started applying a similar AI-driven validation step in my own projects. By first asking AI tools such as ChatGPT or Claude to analyze market realities, competitors, and potential gaps, I uncovered important insights that shaped my development path early on. The brutally honest feedback encouraged me to refine ideas that initially seemed promising but were actually too niche or saturated. One tip I found particularly valuable was the follow-up questioning process: asking the AI about the reasons the idea might fail or who might actively dislike it. This helped me identify risks I hadn't considered, like market saturation or potential technical hurdles. Another useful strategy is focusing on the minimum viable product (MVP) scope. The AI prompt’s guidance on what features to cut or keep ensures you build a lean version that tests critical assumptions without wasting resources. Also, estimating the monthly running costs upfront gave me realistic expectations on budget and ongoing expenses. If the AI response shows that the primary learnings from building could be gained through outreach, such as direct messages to potential users, I took that advice seriously. Talking to real users upfront often saved me from prematurely building complex features. For aspiring makers and vibe coders, integrating this AI validation prompt into your pre-development checklist can save weeks of unnecessary work. It not only keeps your project grounded in market needs but also boosts your confidence to move forward knowing you’ve done your homework.

1 comment

Related posts

5 Tips to Building Self Esteem
you're not lazy and you're not a chronic procrastinator, you're just human 💃🏻 if you want to be more disciplined and develop an internal drive, here's five tips to help you get started 🎀 remember that criticism and judgement doesn't get you any closer to a goal 🥅 inste
irianna

irianna

2198 likes

ChatGPT Prompt
I think this newbie may be my favorite! 😍
Bee King

Bee King

161 likes

5 Free Online Culinary Courses
5 Free Online Culinary Courses Hi, lemons! Home cooks can upgrade their culinary abilities with free online cooking classes. These courses deliver expert chef lessons right to your kitchen - no fancy equipment required. Whether hoping to master breadmaking basics, explore rich Indian cuisine fl
Lifestyle Babe

Lifestyle Babe

1018 likes

A dark image features a person wearing a mask and goggles, holding a colorful illuminated keyboard. The text reads "5 AI PROMPTS to sound like an expert (even if you don't feel like one yet)" and "SAVE 4 LATER."
A green background with a circular logo and text instructing users to screenshot the prompts and upload them into AI tools like ChatGPT or Claude for their prompt vault.
A dark background displays "PROMPT 1: EXTRACT YOUR EXPERT ENERGY" with a brain icon. The prompt asks for 5 niche opinions that go against the grain but are grounded in results or experience.
Authority Building AI Prompts
Everyone says “it’s your positioning” BUT what does that even mean?? Because I used to hear that and think… okay cool, but like… what do I DO with that?? Here’s the real breakdown 👇 Your positioning is how people see you. It’s what your content signals before you say a word. It’s the diff
Bria | Social, Design, & AI

Bria | Social, Design, & AI

94 likes

No code app using Canva AI
This Wellness Dashboard is just one no code apps example of what you can build inside Canva Code - in minutes, with zero coding required. You can turn it into a standalone product, a freebie, or even an interactive bonus for the PDFs you’ve already created. It tracks your habits, energy, brea
Bria | Social, Design, & AI

Bria | Social, Design, & AI

9 likes

A graphic titled 'How To Turn Your Idea Into A Business' lists five steps: validate idea, research market, create offer, build brand, and launch & market. It features the phrase 'IDEA + ACTION = EMPIRE' and a black mug with the 'Sincerely, Her' logo.
How To Turn Your Idea Into A Business
Every successful brand started as just an idea someone refused to give up on. ✨ Stop overthinking and start building. Your vision has purpose, your gifts have value, and your consistency will create the empire you’ve been dreaming about. 💗 #fyp #SincerelyHER #WomenInBusiness #BossMind
Sincerely,HER

Sincerely,HER

16 likes

A Facebook profile for Shay Nicole, featuring a woman with curly hair breaking through a torn paper effect. The profile displays her 24K followers, bio as an entrepreneur, and a recent post about protecting peace and building dreams.
ChatGPT Prompt 🫶🏾
PROMPT DOWN BELOW 👇🏾👇🏾👇🏾 #chatgptphotoedits #chatgptprompts #chatgptphotoedits #chat #chatgpt
ItsDaGemini

ItsDaGemini

42 likes

Becoming ✨Her✨: The Ultimate Guide for Femininity🌸
There is something undeniably magnetic about a woman who knows herself—who moves through the world with quiet confidence, an air of mystery, and an energy so intoxicating it lingers long after she’s gone. She doesn’t chase; she attracts. She doesn’t beg for attention; she commands it. She is felt b
Chalie_Baker

Chalie_Baker

1172 likes

building habits: the prompts
aim for the sky while building your habits. enjoy the view while you’re at it; it’s magnificent like you. #buildinghabits #promptyourtransit #believeinyourself #shootforthestars #healingtogether
jes in transit

jes in transit

4 likes

The image displays 'ChatGPT Prompt Mastery' focusing on 'Role Setting,' explaining how to tailor content by providing specific scenarios and details, with an example prompt for expert feedback.
The image presents 'GPT Guidance Prompt,' emphasizing that input quality determines output. It includes a prompt example asking GPT-4 to write a more optimal prompt for better results.
The image illustrates 'Slow Thinking Reminder,' advising users to prompt ChatGPT to think carefully. It provides example prompts like 'Please think step by step' and 'Please consider carefully.'
🚀 ChatGPT Prompt 2/10: unlock power of prompt
Yo, what's up? 👋 I'm super stoked to share some game-changing tips on how to whip up the perfect ChatGPT prompts. You know, those little snippets of text that can make AI, like me, work wonders for you. 🧙‍♂️✨ I've been diving deep into the world of prompts, and let me tell you, it&#3
Valder

Valder

128 likes

The image displays the title '15 ChatGPT Prompts to Start & Grow Your Business' with a 'Swipe' indicator. It features a laptop, coins, and scrabble tiles spelling 'BUSINESS' and 'SMART' on a white surface.
This image lists five ChatGPT prompts for 'BUSINESS PLANNING & STRATEGY,' covering ideas, validation, business plans, target audience, and launching an online business. It's set against a background of a laptop, coins, and scrabble tiles.
The image presents five ChatGPT prompts for 'BRANDING & MARKETING,' including business names, slogans, brand identity, social media plans, and low-budget marketing strategies. A laptop, coins, and scrabble tiles form the background.
Save This Post & Share With a Friend! CHATGPT HACK
Starting a business can feel overwhelming, but what if you had an AI assistant to help you every step of the way? 🤯🚀 Here are 15 powerful ChatGPT prompts to help you brainstorm, plan, market, and grow your business—whether you’re launching your first brand or scaling an existing one! Save th
Bre Na’Keaia

Bre Na’Keaia

1100 likes

A couple is seated at a table in a dimly lit restaurant, with city lights visible in the background. Text overlays introduce the topic: 'How to build a Healthy relationship' and 'THESE ARE 3 RELATIONSHIPS TIPS THAT I PRIORITIZE TO SUSTAIN MY RELATIONSHIP'.
A couple takes a mirror selfie, with the woman in front wearing sunglasses and the man behind her. The text '1 Healthy Communication' is overlaid, illustrating the first relationship tip.
Two people hold hands in a car, with one person holding a smartphone. The text '2 Respect' is overlaid, representing the second relationship tip.
Building a Healthy relationship
#datingadvice #lemon8challenge 📖 3 Relationship Tips that help my relationship 1️⃣ Communication is Key Healthy communication is the heart of every thriving relationship. It’s not just about talking but listening with intention. Be open, honest, and transparent with your partner. If some
Ryriking

Ryriking

375 likes

A D&D journal prompt on a dark blue background asks, 'WHAT DOES YOUR CHARACTER DREAM OF?' It includes modifiers: 'Arcana check 10,' with 'Pass- describe a common dream' and 'Fail- describe a common nightmare.' Sleep-related emojis and the Lemon8 logo are visible.
DnD character journal prompt 25
Dreams and Sleepy time today! Does your character dream at all? Do they dream of a curse, a terrible event? A grave mistake they can't move past? #dndcharacter #dungeonsanddragons #DnD #characterbuilding #writersoflemon8 #writingcommunity #writingideas #journaling #journal
AmoodyBun

AmoodyBun

4 likes

CHATGPT Name Prompt
Create an illustration of me from uploaded photo in a lightly cartoonish, realistic “mini me” version: head slightly larger than normal (chibi-style), large, expressive, bright eyes, mischievous smile. Stylish, casual outfit. I’m leaning against a wall, arms folded, one leg propped up against the w
Kandice Randall

Kandice Randall

546 likes

ChatGPT prompt Prayers
Prompt - can you give me a prayer for my life lately? Father God, Lately life has felt heavy in ways I don’t always know how to explain. Some days I’ve carried stress, disappointment, exhaustion, pressure, heartbreak, responsibility, fear of the unknown, and the weight of trying to hold ever
Lady J’s HoneyHole

Lady J’s HoneyHole

95 likes

A neatly organized study desk with a lamp, mirror, and various stationery items, illustrating the concept of a 'Second Brain' for students and how to build one.
Explains 'What is a Second Brain' with images of a person using a phone and handwritten notes, emphasizing it's for external memory, not storage.
Details the usage of a Second Brain for tracking weekly schedules, class notes, deadlines, random ideas, and project plans, shown in a digital interface.
🧠 How Building a Second Brain Saved Me
🧠 What is a Second Brain? Your real brain is for thinking. Your Second Brain is your external memory—where I store: ✍️ Class notes & summaries 📚 Textbook highlights 🎯 Study plans & content ideas 📌 Assignment deadlines & to-dos 💡 Random thoughts I don’t want to lose 🔗 Useful
emilie.studygram

emilie.studygram

38 likes

Today’s Journal Prompt 🌸
🌿 Your future self is being shaped by the choices you make today. Not the big, dramatic changes. Not the perfect plan. The small things. 💧 Drinking more water 🚶 Taking a short walk 📖 Reading a few pages 🧘 Taking a moment to breathe 🌱 Working on a goal you’ve been putting off Small
NourishAndFlow

NourishAndFlow

9 likes

ACTIONS & VALUES: A ChatGPT Prompt 🌸✨
So you I had to create another ChatGPT Prompt for you! ☺️ This one is more so on Personal Growth. Lately, I have been feeling misaligned with everything that is going on/happening in my personal life. Trying to structure things & gain balance has just been difficult. So, of course I went to
Emani.☀️🌻

Emani.☀️🌻

13 likes

Welcome to my December Glow Up Series 🌟 DAY 4 - Emotional Detox: Stop External Validation Patterns • Journal: "Where do I outsource my worth and why?" • Write 3 replacement habits (ex: pause before reacting, compliment myself first, validate my own effort). • 10-minute grounding meditation.
Alisonxflores

Alisonxflores

32 likes

A Sims 4 character profile for 'Kat' (Young Adult, 45) with curly hair, set against a neon purple gaming room. It details her bio as a content creator/entrepreneur, personality traits (Creative, Ambitious), skills (Video Gaming 10, Entrepreneurship 10), career, ventures, aspirations, likes/dislikes, inventory, relationships, and milestones.
Sim prompt
"Use the uploaded photo as the facial likeness reference. Create a highly detailed Sims-stule character profile screen featuring me as a z3-year-old named (YOUR NAME). Keep my recognizable facial features, curly hair. skin tone, and overall appearance. Include gaming, YouTube content creation,
katrina revels

katrina revels

24 likes

In My Villain Era ChatGPT Prompt
Based on everything you know about me from our conversations describe my Villain Era. Don’t be kind. Be accurate. A short description of how I show up when I stop explaining myself, stop chasing approval, and start choosing myself first. * keep it calm, not chaotic * make it feel powerful, n
Holly&Vesper💕🖤

Holly&Vesper💕🖤

86 likes

A woman in traditional Chinese attire with elaborate hair ornaments is depicted against a vibrant, neon-lit cityscape, illustrating the concept of "One Image Generator 10+ Styles."
A woman in a green traditional Chinese dress holds a fan, set against a backdrop of pink flowers and glowing lanterns, rendered in a "Cyberpunk Neon" style.
A woman with large, expressive eyes and a gentle smile, adorned with traditional Chinese hair ornaments and earrings, is depicted in a distinct "Pixar" animation style.
One Prompt + THIS image Generator = Unlimited Uses
Crazy idea right? Using one image generator for so many different variations of the prompt to test and try things out without spending money on tokens or platform currency charging you for every generation. Using this Prompt Method: [Era + Subject] + [clothing attire] + [hairstyle/makeup/cosm
👑Tang Yu—Ai Content Creator

👑Tang Yu—Ai Content Creator

7 likes

LUXURY PROMPT | PINK MOOD 🌸🖤
PROMPT 🤔Cons:Pink Convertible Lounge A 32k ultra-realistic digital-editorial portrait of the same beautiful woman from the reference image, identical facial structure and skin tone, lounging inside the plush baby pink leather interior of a vintage-style pink convertible. Her legs are casually kic
She Blooms Imani|Mindset|👗|AI

She Blooms Imani|Mindset|👗|AI

0 likes

A journal prompt on a white silky background asks, 'Prompt 2: Want to Grow This Year? What do you want to accomplish in 2026 – beyond finances? Consider your relationships, self-care, business, creativity, wellness, and personal evolution. Where do you desire real growth?' It features Raquel Ni'Kol's golden 'RN' logo and 'GLOW WITH INTENTION'.
Building the Year You Deserve | Journal Prompt 2
Not all growth can be measured in numbers. Some of the most meaningful wins show up in your relationships, your healing, your creativity, your routines, and your sense of peace. What kind of expansion are you craving this year? Your evolution is already unfolding. ✨ 💋Raquel Ni’Kol #glowwi
msraquelnikol

msraquelnikol

1 like

journaling prompt:✨resilience✨
✨prism prompt✨ have you ever wondered how some women seem to rise up from life’s hardest trials in a way that inspires everyone around them? when storms rage, plans change, and circumstances feel flat out impossible, a deep, steady resolve becomes a priceless commodity—anchoring our heart to G
PRISMcollective

PRISMcollective

13 likes

D&D journal prompt 21
Sleepy time! How does your character sleep? How did you roll on your 'what if' bed intrusion? I really want to flesh out the prompts to become something that could be done before or after sessions as a fun way to continue on being in the D&D headspace when sessions are far apart! Le
AmoodyBun

AmoodyBun

2 likes

Prompt in the comments
#AIPrompts #AIArt #ChatGPT #ViralContent #explorepage✨
𝐌𝐄𝐄𝐍𝐀

𝐌𝐄𝐄𝐍𝐀

143 likes

This is us ChatGPT prompt
Prompt—create a messy hand-drawn about me notification doodle style. make it look like it colorful sketchbook page made by trendy teenage girl with thick black outlines I even coloring it's bribly textures, gel pen, accents and playful cartoon In the center drop me and my husband cartoon style
Holly LaFlower

Holly LaFlower

36 likes

A purple-themed cartoon infographic features a smiling educator with glasses, holding a "TEACH INSPIRE EMPOWER" mug. It details her personality, teaching philosophy, interests like coffee and reading, daily fuels, and future goals, surrounded by educational and personal items.
Cartoon Infographic Trend #aiprompt
This little purple infographic feels like every version of me finally meeting in one place 💻☕💜 The organized planner girl. The emotional journal girl. The cozy coffee girl. The “trying her best” mom. The creator who refuses to give up. Honestly? This looks like a Pixar character that surviv
🌸Gen✨𖥔 ′ ⩇⩇:⩇⩇ ⋆☾⋆⁺₊ ✧

🌸Gen✨𖥔 ′ ⩇⩇:⩇⩇ ⋆☾⋆⁺₊ ✧

14 likes

MOVIE THEATRE BRAND PREMIERE PROMPT. SEE BELOW
Create an ultra-realistic cinematic movie theater scene with a large sold-out audience sitting in luxury reclining theater seats holding popcorn and drinks while watching a massive movie screen. On the giant screen, display a smiling entrepreneur wearing a branded shirt. The screen should look lik
Danayjah

Danayjah

4 likes

Save this prompt!
Save this prompt and add it to your library for the next time you’re working and ChatGPT starts asking you trivial questions causing friction between you and execution. #chatgptforbeginners #anikakeyandco #womenover40 #aiforbeginners
Labrisha | AI Consultant

Labrisha | AI Consultant

68 likes

Audit Life|Side Hustle|Skill Level GPT Prompts 🍋🤖
Save, like and share these with everyone - they could really help someone in need! @Lemon8 Prod @Lemon8 Career @Lemon8 US #chatgptprompts #chatgpttricks #chatgpt #promptengineering #prompts
Draven Royce

Draven Royce

1 like

Create aesthetic daily planner app in minutes
I built this aesthetic daily planner app in minutes - Kanban tasks, a Pomodoro timer, with weekly and daily planning. All from just a simple prompt. Now you can create one that feels like yours. Go here 👉🏻 Emergent.sh and make your own app idea real ✨ #aestheticplanning #productivity pl
Reverelia

Reverelia

23 likes

The Prompt Vault
🚨 You’ve got the look… now let’s make it work. You created your AI twin or avatar—she's bad, she's bold… but now what? That’s the missing piece nobody talks about. Without the right prompts, your digital twin just sits there looking cute—but not doing a thing for your brand or your bag.
Yayadigitalai

Yayadigitalai

2 likes

PROTECTING VS HONORING TRUTH: A ChatGPT Prompt 🌸✨
Oh my goodness! I never thought I would get so much reactions of my last “ChatGPT prompt” - THE UNCOMFORTABLE TRUTH: A ChatGPT Prompt ✨🌸 . I really didn’t know or thought people would gravitate towards it, so I thank you Lemon Babes for the likes, comments, saves & views. 🍋 😌 So you know I’m
Emani.☀️🌻

Emani.☀️🌻

68 likes

Becoming That Girl: The Complete Guide to Thriving
✨✨✨✨✨✨✨✨✨✨✨✨✨✨✨✨✨✨ 1. The Physical Glow-Up a. Skincare – Building a Customized Routine ✅ When it comes to skincare, one size doesn’t fit all. Finding the right routine is a process, and trial and error is often a part of it. Let’s go over some common skin concerns and how to address them
Chalie_Baker

Chalie_Baker

80 likes

A person wearing a light beige vest and white pants sits outdoors with sunlight and shadows. The text overlay reads "build the relationship with yourself," emphasizing the article's theme of self-connection.
A close-up of a person's upper body in a light vest, with text discussing the normalcy of desiring external connections while loving oneself, challenging social media's portrayal of unfulfillment.
An indoor scene with decorative items like flowers and abstract line art on a white wall. The image lists tips for strengthening one's inner relationship, including self-care, kindness, and celebrating achievements.
how to build the relationship with yourself
the relationship you have with your self is the most important relationship you'll ever have- but that doesn't mean other connections aren't important. this was a thought that came to mind as i was making this post, because i believe both internal and external connections are equally im
Erriel Lorré

Erriel Lorré

129 likes

The Internet Has Officially Had IT With ”AI
Spilling the tea today because this Reddit trainwreck is too pure not to share. 🐸☕️ A tech developer recently tried to use the r/Pets community to validate their new app idea. They posted this super emotional prompt, basically asking if people would pay for a "weekly AI questionnaire" to
LittlePawsDecoded

LittlePawsDecoded

0 likes

Tarot journal prompt ✨
🌙 Tonight’s Tarot Reflection Journal 🤍 Tonight’s three-card spread shares a gentle reminder that growth isn’t always about doing more. Sometimes it’s about choosing differently. Take a few quiet moments to swipe through, reflect, and journal with me. ✨ Which card spoke to you the most?
Laura

Laura

8 likes

An old computer monitor displays the question: "A reddit user asked What's the ChatGPT prompt you wish everyone knew?" with a digital, futuristic background.
A Reddit comment from MPforNarnia suggests using custom instructions in ChatGPT to get desired responses and avoid unexpected outputs.
A Reddit comment from NUMBerONEisFIRST shares a ChatGPT prompt: "Tell me what I need to hear, not what I want to hear. I'm not looking for my ego to be stroked."
What's the ChatGPT prompt you wish everyone knew
The last one is funny. I think we've all been there 😂 #ai #chatgpt #Alprompts #promptengineering
Promptly Daily ✪

Promptly Daily ✪

15 likes

PATTERNS BLOCKING GROWTH: A ChatGPT PROMPT 🌸✨
One of the most powerful prompts I’ve ever asked: 💬 “With everything you know about me, what patterns am I repeating that no longer serve my highest self?” Whew.🥺 This one made me pause. It made me take accountability. It made me see where I’ve been moving out of comfort instead of alignm
Emani.☀️🌻

Emani.☀️🌻

6 likes

First ChatGPT Prompt🥰
Ask Chat: Create a cute Scorpio themed 12-month affirmation calendar featuring the same beautiful woman throughout every month. Style her as a glamorous Black woman with flawless caramel skin, midway voluminous wavy locs, soft makeup, glossy lips, and elegant jewelry. Each month should have a un
Ashley Love

Ashley Love

57 likes

Value Yourself, Before They Do
Sometimes people don’t realize your value until you’re no longer around. Protect your energy, cherish those who truly appreciate you, and never wait for someone else to validate your worth. Your peace and self-respect come first. ✨❤️. #creatorsearchinsights #fyplemon8 #knowyourworth #va
Dior7

Dior7

16 likes

A screenshot of text from an article discussing a Duke MBA stroke survivor with aphasia being denied ADA accommodations by Michigan agencies, jeopardizing a hearing. It highlights a call for federal intervention and a planned press conference, including a powerful quote for the event about dismantling systems that exploit Black disabled brilliance, and mentions MCL 750.145n.
🔕♨️‼️Disability Status and Legal Protections
Subject: EMERGENCY ADA VIOLATION: Kania Kennedy (144IQ Duke MBA) Blocked from Benefits + Hearing Prep "Michigan state agencies (DRM, Tax Ombudsman, MDHHS) persistently deny ADA communication accommodations to stroke survivor with aphasia, jeopardizing grievance hearing set for 10/28/25. Dema
PhSMARTSista��™️

PhSMARTSista™️

1 like

I dont need anyone to validate me I made a billion
@floydmayweather I don’t need anyone to validate me I made over a billion repping my own brand. #floydmayweather 🎥 @earnyourleisure
VSGENT

VSGENT

0 likes

ChatGPT Prompt
I love this #chatgpt #chatgptprompts
itz_christolm

itz_christolm

31 likes

See more