Narrow It Down
These are the most promising sub-niches in ' + industry + '. Pick the one that excites you most.
';
data.sub_niches.forEach(sn => {
html += '
';
html += '';
container.classList.add('active');
@@ -486,12 +745,12 @@ async function loadMicroNiches(segment, subNiche, subNicheTitle) {
const resp = await fetch('/api/micro-niches', {
method: 'POST',
headers: {'Content-Type': 'application/json'},
- body: JSON.stringify({segment, sub_niche: subNiche, sub_niche_title: subNicheTitle, segment_title: selections[0].title})
+ body: JSON.stringify({segment: industry, sub_niche: subNiche, sub_niche_title: subNicheTitle, segment_title: industry, mode: 'broad'})
});
const data = await resp.json();
if (!data.ok) { container.innerHTML = '
'; return; }
- let html = '
' + sn.title + '
';
@@ -476,7 +735,7 @@ async function loadSubNiches(segment, segmentTitle) {
container.innerHTML = html;
}
-async function loadMicroNiches(segment, subNiche, subNicheTitle) {
+async function loadMicroNiches_broad(industry, subNiche, subNicheTitle) {
const container = document.getElementById('step-2');
container.innerHTML = 'Drilling into ' + subNicheTitle + '...
Finding the people nobody is talking to yet.
Error: ' + (data.error||'Unknown') + '
Pick Your Micro-Niche
These people need to hear from you. Pick the one that lights you up.
';
+ let html = '
Pick Your Micro-Niche
These are hyper-specific audiences with high opportunity. Pick the one that lights you up.
';
data.micro_niches.forEach(mn => {
html += '';
+ container.classList.add('active');
+ document.getElementById('step-0').classList.remove('active');
+ currentStep = 1;
+
+ const resp = await fetch('/api/sub-niches', {
+ method: 'POST',
+ headers: {'Content-Type': 'application/json'},
+ body: JSON.stringify({segment, segment_title: segmentTitle, mode: 'health'})
+ });
+ const data = await resp.json();
+ if (!data.ok) { container.innerHTML = '
'; return; }
+
+ let html = '';
+ container.classList.add('active');
+ document.getElementById('step-1').classList.remove('active');
+ currentStep = 2;
+
+ const resp = await fetch('/api/micro-niches', {
+ method: 'POST',
+ headers: {'Content-Type': 'application/json'},
+ body: JSON.stringify({segment, sub_niche: subNiche, sub_niche_title: subNicheTitle, segment_title: selections[0].title, mode: 'health'})
+ });
+ const data = await resp.json();
+ if (!data.ok) { container.innerHTML = '
'; return; }
+
+ let html = '';
+ document.querySelectorAll('.quiz-step').forEach(s => s.classList.remove('active'));
+
+ const resp = await fetch('/api/generate-campaigns', {
+ method: 'POST',
+ headers: {'Content-Type': 'application/json'},
+ body: JSON.stringify({
+ segment: selections[0].title,
+ sub_niche: selections[1].title,
+ micro_niche: selections[2].title,
+ mode: QUIZ_MODE
+ })
+ });
+ const data = await resp.json();
+ if (!data.ok) { area.innerHTML = ''; return; }
+
+ let html = '';
+ html += '
';
html += '
';
- // Start image generation polling
if (data.images_pending) {
html += '' + mn.title + '
';
@@ -514,7 +773,8 @@ async function generateCampaigns() {
body: JSON.stringify({
segment: selections[0].title,
sub_niche: selections[1].title,
- micro_niche: selections[2].title
+ micro_niche: selections[2].title,
+ mode: QUIZ_MODE
})
});
const data = await resp.json();
@@ -538,7 +798,6 @@ async function generateCampaigns() {
});
html += 'Generating AI ad images (1 of 10)...
';
}
@@ -581,6 +840,166 @@ async function pollImages(campaignId) {
}
"""
+
+# --- Quiz JS for HEALTH INSURANCE mode ---
+QUIZ_SCRIPT_HEALTH = """
+let currentStep = 0;
+let selections = {};
+const QUIZ_MODE = 'health';
+
+function showStep(n) {
+ document.querySelectorAll('.quiz-step').forEach(s => s.classList.remove('active'));
+ const step = document.getElementById('step-' + n);
+ if (step) step.classList.add('active');
+ currentStep = n;
+}
+
+function selectOption(step, value, title) {
+ selections[step] = {value, title};
+ document.querySelectorAll('#step-' + step + ' .option').forEach(o => o.classList.remove('selected'));
+ event.currentTarget.classList.add('selected');
+}
+
+function nextStep() {
+ if (!selections[currentStep]) { alert('Pick one first!'); return; }
+ if (currentStep === 0) loadSubNiches(selections[0].value, selections[0].title);
+ else if (currentStep === 1) loadMicroNiches(selections[0].value, selections[1].value, selections[1].title);
+ else if (currentStep === 2) generateCampaigns();
+}
+
+async function loadSubNiches(segment, segmentTitle) {
+ const container = document.getElementById('step-1');
+ container.innerHTML = 'Finding underserved sub-niches in ' + segmentTitle + '...
Error: ' + (data.error||'Unknown') + '
Narrow It Down
These are the underserved sub-niches where healthy self-employed people are being ignored.
';
+ html += '
';
+ container.innerHTML = html;
+}
+
+async function loadMicroNiches(segment, subNiche, subNicheTitle) {
+ const container = document.getElementById('step-2');
+ container.innerHTML = 'Drilling into ' + subNicheTitle + '...
Finding the people nobody is talking to yet.
Error: ' + (data.error||'Unknown') + '
Pick Your Micro-Niche
These people need to hear from you. Pick the one that lights you up.
';
+ html += '
';
+ container.innerHTML = html;
+}
+
+async function generateCampaigns() {
+ const area = document.getElementById('campaigns-area');
+ area.style.display = 'block';
+ area.innerHTML = 'Generating 10 emotionally-charged campaigns...
AI is writing copy + creating ad visuals. This takes 30-60 seconds.
Your 10 Campaigns
'; + html += '' + selections[0].title + ' → ' + selections[1].title + ' → ' + selections[2].title + '
'; + html += '';
+ html += 'Export CSV (Meta Ads) ↓';
+ html += 'My Campaigns →
';
+ data.campaigns.forEach((c, i) => {
+ let imgHtml = c.image_url ? '
' : '';
+ let tags = (c.targeting || []).map(t => '' + t + '').join('');
+ html += '
';
+
+ if (data.images_pending) {
+ html += '' + imgHtml + '
';
+ });
+ html += '';
+ html += '
' + (i+1) + '. ' + c.headline + '
'; + html += ''; + html += '' + c.body + '
';
+ html += '';
+ html += '' + c.cta + '
Generating AI ad images (1 of 10)...
';
+ }
+ area.innerHTML = html;
+
+ if (data.images_pending) {
+ setTimeout(() => pollImages(data.campaign_id), 2000);
+ }
+}
+
+async function pollImages(campaignId) {
+ try {
+ const resp = await fetch('/api/campaign-images/' + campaignId);
+ const data = await resp.json();
+ if (data.ok && data.images && data.images.length > 0) {
+ const cards = document.querySelectorAll('.campaign-card');
+ data.images.forEach((img, i) => {
+ if (img && cards[i]) {
+ const placeholder = cards[i].querySelector('.img-generating');
+ if (placeholder) {
+ const newImg = document.createElement('img');
+ newImg.src = img;
+ newImg.alt = 'Campaign ' + (i+1);
+ placeholder.replaceWith(newImg);
+ }
+ }
+ });
+ const poll = document.getElementById('img-poll');
+ if (data.all_done) {
+ if (poll) poll.innerHTML = 'All 10 images generated!';
+ setTimeout(() => { if(poll) poll.remove(); }, 3000);
+ } else {
+ if (poll) poll.innerHTML = 'Generating AI ad images (' + data.count + ' of ' + data.total + ')...';
+ setTimeout(() => pollImages(campaignId), 5000);
+ }
+ } else {
+ setTimeout(() => pollImages(campaignId), 3000);
+ }
+ } catch(e) { console.error(e); setTimeout(() => pollImages(campaignId), 5000); }
+}
+"""
+
+# ============ DASHBOARD & CAMPAIGN VIEW ============
+
@app.route('/dashboard')
@login_required
def dashboard():
@@ -595,8 +1014,10 @@ def dashboard():
for c in campaigns:
data = c['campaign_data'] if isinstance(c['campaign_data'], dict) else json.loads(c['campaign_data']) if c['campaign_data'] else {}
count = len(data.get('campaigns', []))
+ mode = data.get('mode', 'broad')
+ badge = 'Health' if mode == 'health' else 'Broad'
cards += f"""
-
{c['micro_niche'] or c['name'] or 'Untitled'}
+{c['micro_niche'] or c['name'] or 'Untitled'} {badge}
View
@@ -607,7 +1028,7 @@ def dashboard():
cards = ''
content = f"""
-
+
')
@login_required
def api_campaign_images(cid):
@@ -895,6 +1410,7 @@ def api_campaign_images(cid):
data = c['campaign_data'] if isinstance(c['campaign_data'], dict) else json.loads(c['campaign_data']) if c['campaign_data'] else {}
camps = data.get('campaigns', [])
+ mode = data.get('mode', 'broad')
total = len(camps)
cur.execute("SELECT filename FROM generated_images WHERE campaign_id = %s ORDER BY id", (cid,))
@@ -906,12 +1422,13 @@ def api_campaign_images(cid):
if existing_count < total and cid not in _image_gen_active:
_image_gen_active[cid] = True
uid = session['user_id']
- t = threading.Thread(target=_bg_generate_image, args=(cid, uid, existing_count, camps), daemon=True)
+ t = threading.Thread(target=_bg_generate_image, args=(cid, uid, existing_count, camps, mode), daemon=True)
t.start()
img_urls = [f"/images/{img['filename']}" for img in existing]
return jsonify({'ok': True, 'images': img_urls, 'all_done': existing_count >= total, 'count': existing_count, 'total': total, 'generating': cid in _image_gen_active})
+
@app.route('/api/export-csv/')
@login_required
def api_export_csv(cid):
@@ -943,6 +1460,9 @@ def api_export_csv(cid):
resp.headers['Content-Disposition'] = f'attachment; filename=nichequiz-{cid}-meta-ads.csv'
return resp
+
if __name__ == '__main__':
- print(f"TheNicheQuiz running on http://localhost:{PORT}")
+ print(f"TheNicheQuiz v2 running on http://localhost:{PORT}")
+ print(f" Broad mode: http://localhost:{PORT}/")
+ print(f" Health Insurance: http://localhost:{PORT}/health-insurance")
app.run(host='0.0.0.0', port=PORT, debug=False)
diff --git a/proposals/2026-02-17-fullstack-integration-stabilisation.md b/proposals/2026-02-17-fullstack-integration-stabilisation.md
new file mode 100644
index 0000000..7d376f5
--- /dev/null
+++ b/proposals/2026-02-17-fullstack-integration-stabilisation.md
@@ -0,0 +1,57 @@
+# Senior Full-Stack Engineer – Integration & Production Stabilisation
+
+**URL:** https://www.upwork.com/jobs/~022023642842201724978
+**Budget:** $500 fixed-price
+**Bid Range:** High $500 | Avg $490.63 | Low $400
+**Client:** UAE/Dubai, 5.0★, $4.5K spent, 15 jobs, 67% hire rate, Payment verified
+**Proposals:** 15-20
+**Connect Cost:** 17
+**Posted:** Feb 17, 2026
+
+## Cover Letter
+
+I can start immediately and deliver a fully working, production-deployed platform within 24-48 hours.
+
+I've done exactly this kind of work many times — inheriting near-complete builds and getting them across the finish line. My recent projects include stabilising AI-enabled platforms with Node.js/React/TypeScript stacks, PostgreSQL integration, and production deployment on PaaS platforms like Render, Vercel, and Railway.
+
+Here's what I'll deliver:
+
+DELIVERABLE — Production Stabilisation Sprint:
+
+Phase 1 — Architecture Audit (2-3 hours):
+• Full codebase review and dependency audit
+• Map all database → backend → frontend data flows
+• Validate environment variables and API key configurations
+• Document current state and identify all breaking points
+
+Phase 2 — Integration & Debugging (6-10 hours):
+• Connect PostgreSQL ↔ backend ↔ frontend cleanly
+• Fix routing, authentication, and state management issues
+• Validate and repair all API integrations
+• Ensure end-to-end workflow functionality:
+ - Task creation and persistence
+ - Calendar management
+ - Daily briefing generation
+ - Document retrieval
+ - Multi-project workload handling
+
+Phase 3 — Production Deployment & Handoff (2-3 hours):
+• Stabilise Render deployment with proper build/start scripts
+• Clean up GitHub repository (remove dead code, organise structure)
+• Updated README with deployment notes and architecture summary
+• List of any known limitations or recommended next steps
+
+Total: 12-16 focused hours → fully working deployed platform.
+
+I'm available for live collaboration throughout and can communicate on your schedule (I work US Eastern time but am flexible for urgent sprints).
+
+Portfolio: https://portfolio.mcpengage.com
+
+## Screening Questions
+(None visible on this posting)
+
+## Notes
+- Client avg hourly rate paid is $10/hr — but this is fixed-price so less relevant
+- Good reviews from freelancers — "pleasure to work with", "communicates clearly"
+- This is a repost of ~022023636271824508978 which already closed
+- Bid at $500 (match high end, match the posted budget)
diff --git a/proposals/2026-02-17-tech-ops-retellai-n8n.md b/proposals/2026-02-17-tech-ops-retellai-n8n.md
new file mode 100644
index 0000000..f1ff92c
--- /dev/null
+++ b/proposals/2026-02-17-tech-ops-retellai-n8n.md
@@ -0,0 +1,48 @@
+# Technical Operator / Automation (RetellAI, n8n, React, AWS)
+
+**Submitted:** 2026-02-17 ~2:00 AM ET
+**URL:** https://www.upwork.com/jobs/~022023607751121504259
+**Rate:** $40/hr ($36/hr after 10% fee)
+**Connects:** 32 spent (94 remaining)
+**Rate Increase:** Never
+
+## Client Details
+- **Location:** Newport Beach, CA
+- **Rating:** 4.99★ (19 reviews)
+- **Total Spent:** $42K
+- **Avg Hourly Rate Paid:** $17.37 (FLAG - pays low)
+- **Jobs Posted:** 63 (59% hire rate)
+- **Active Hires:** 7
+- **Payment Verified:** Yes
+- **Member Since:** Oct 2023
+
+## Job Details
+- **Type:** Hourly, 30+ hrs/week, 6+ months, Expert level
+- **Budget Range:** $25-47/hr
+- **Contract-to-hire** opportunity
+- **Skills:** AI Agent Dev, Full-Stack, Web Dev, Node.js, AWS Lambda, React, MySQL
+- **Competition:** 50+ proposals, 6 interviewing, 28 invites sent
+
+## Cover Letter
+
+TECH OPS
+
+I run the technical operations for a lead gen and AI automation consultancy - this is literally what I do every day.
+
+What I've built that's directly relevant:
+
+- Full n8n automation suites connecting voice AI, CRMs, and call tracking platforms (Ringba included). Dozens of production workflows handling lead routing, webhook processing, and API orchestration.
+
+- RetellAI voice agent integrations - built conversational AI pipelines that connect to CRM systems and trigger downstream automations based on call outcomes.
+
+- React frontends for lead capture and internal dashboards. Clean, conversion-focused, shipped fast.
+
+- AWS infrastructure management - Lambda functions, S3, EC2 instances, CloudFront distributions. Comfortable managing the full stack.
+
+- 30+ API integrations across CRMs (GoHighLevel, HubSpot, Salesforce), communication platforms, and data tools. When something breaks at 2am, I'm the one fixing it.
+
+I'm self-sufficient. You describe the outcome, I figure out the implementation. I document everything as I go so systems are repeatable and hand-offable. If something is blocked, I surface it early with options - not excuses.
+
+Available 30+ hrs/week, US East timezone (flexible hours). Happy to start with a paid trial project to prove the fit.
+
+Portfolio with case studies: https://portfolio.mcpengage.com
diff --git a/upwork-pipeline/processed.json b/upwork-pipeline/processed.json
index a1cb1f8..a660d8c 100644
--- a/upwork-pipeline/processed.json
+++ b/upwork-pipeline/processed.json
@@ -1 +1 @@
-["19c69493d1a38ec5", "19c68c765ca1c2af", "19c6989a6cdc98c1", "19c69abbb1bf0874", "19c69b4e707c0d80"]
\ No newline at end of file
+["19c68c765ca1c2af","19c6989a6cdc98c1","19c69493d1a38ec5","19c69b4e707c0d80","19c69abbb1bf0874","19c69c0810320213","19c69d313e5fb490","19c69f03c3aec7e8","19c6a378efb18ccf","19c6a29eb41670d1","19c6a28eabd1d032","19c6a24229758135","19c6975099d10fb7","19c68b5583211f02","19c6874ab5ff3245","19c6845dd170d7b4","19c6aeb88160bed4","19c6aaa9072ee05e","19c6a78a3287106b","19c6a64f2b0ed3ab","19c6a4ebbd227620"]
\ No newline at end of file
No campaigns yet.
Take the Quiz →Your Campaigns
{cards}
@@ -621,7 +1042,6 @@ def view_campaign(cid):
cur = conn.cursor(cursor_factory=psycopg2.extras.RealDictCursor)
cur.execute("SELECT * FROM campaigns WHERE id = %s AND user_id = %s", (cid, session['user_id']))
c = cur.fetchone()
- # Get images
cur.execute("SELECT * FROM generated_images WHERE campaign_id = %s ORDER BY id", (cid,))
images = cur.fetchall()
cur.close()
@@ -705,12 +1125,16 @@ def api_login():
session['email'] = email
return jsonify({'ok': True})
+
@app.route('/api/sub-niches', methods=['POST'])
@login_required
def api_sub_niches():
data = request.json
segment_title = data.get('segment_title', '')
- prompt = f"""You are a health insurance strategist for HEALTHY SELF-EMPLOYED people who earn too much for ACA subsidies and don't have chronic conditions. They are independent, proud, and smart with money — but they're overpaying for coverage they barely use.
+ mode = data.get('mode', 'broad')
+
+ if mode == 'health':
+ prompt = f"""You are a health insurance strategist for HEALTHY SELF-EMPLOYED people who earn too much for ACA subsidies and don't have chronic conditions. They are independent, proud, and smart with money — but they're overpaying for coverage they barely use.
Given the strategy "{segment_title}", generate exactly 6 underserved sub-niches within this area.
@@ -726,6 +1150,24 @@ For each, return:
- title: Clear specific sub-niche (include the TYPE of self-employed person)
- description: 1-2 sentences. Why this specific group is underserved and how much they could save. Mention private vs ACA where relevant.
+Return ONLY valid JSON array, no markdown:
+[{{"id":"example","title":"Sub-Niche Name","description":"Why underserved..."}}]"""
+ else:
+ prompt = f"""You are a niche marketing strategist who finds underserved, profitable micro-audiences.
+
+Given the industry "{segment_title}", generate exactly 6 underserved sub-niches within this space.
+
+CRITICAL RULES:
+- Each sub-niche should represent a distinct angle, audience segment, or strategy within {segment_title}
+- Focus on sub-niches where there is real demand but low competition — the gaps most marketers miss
+- Be specific: include audience types, use cases, business models, or market segments
+- Think about WHO the customer is, WHAT specific problem they have, and WHY nobody is solving it well yet
+
+For each, return:
+- id: kebab-case
+- title: Clear, specific sub-niche name
+- description: 1-2 sentences. Why this sub-niche is underserved and what the opportunity looks like.
+
Return ONLY valid JSON array, no markdown:
[{{"id":"example","title":"Sub-Niche Name","description":"Why underserved..."}}]"""
@@ -738,14 +1180,17 @@ Return ONLY valid JSON array, no markdown:
except Exception as e:
return jsonify({'ok': False, 'error': str(e)[:200]})
+
@app.route('/api/micro-niches', methods=['POST'])
@login_required
def api_micro_niches():
data = request.json
segment_title = data.get('segment_title', '')
sub_niche_title = data.get('sub_niche_title', '')
+ mode = data.get('mode', 'broad')
- prompt = f"""You are a micro-niche expert for HEALTHY SELF-EMPLOYED people overpaying for health insurance.
+ if mode == 'health':
+ prompt = f"""You are a micro-niche expert for HEALTHY SELF-EMPLOYED people overpaying for health insurance.
Strategy: "{segment_title}"
Sub-niche: "{sub_niche_title}"
@@ -766,6 +1211,29 @@ Return:
- description: Why this micro-niche is profitable and emotionally charged. Mention whether private or ACA tends to win for this group.
- opportunity: "HIGH", "VERY HIGH", or "EXTREME"
+ONLY valid JSON array, no markdown:
+[{{"id":"ex","title":"Specific Niche","description":"Why...","opportunity":"HIGH"}}]"""
+ else:
+ prompt = f"""You are a micro-niche marketing expert who finds hyper-specific, profitable audiences.
+
+Industry: "{segment_title}"
+Sub-niche: "{sub_niche_title}"
+
+Generate exactly 6 HYPER-SPECIFIC micro-niches. These must be so specific that a Facebook ad targeting them would make the person say "this is literally about ME."
+
+RULES:
+- Each micro-niche should be a very specific combination of: audience type + situation + pain point + geography/context
+- Think: "Solo Shopify store owners in Austin who sell handmade candles and struggle with Meta ad ROAS under 2x"
+- The emotional hook: these people feel like no one in the {segment_title} space truly understands their specific situation
+- Include specific professions, business sizes, locations, life situations, or use cases
+- Focus on groups where advertising would have low competition and high emotional resonance
+
+Return:
+- id: kebab-case
+- title: Very specific micro-niche name
+- description: Why this micro-niche is profitable and emotionally charged. What makes them underserved.
+- opportunity: "HIGH", "VERY HIGH", or "EXTREME"
+
ONLY valid JSON array, no markdown:
[{{"id":"ex","title":"Specific Niche","description":"Why...","opportunity":"HIGH"}}]"""
@@ -778,6 +1246,7 @@ ONLY valid JSON array, no markdown:
except Exception as e:
return jsonify({'ok': False, 'error': str(e)[:200]})
+
@app.route('/api/generate-campaigns', methods=['POST'])
@login_required
def api_generate_campaigns():
@@ -785,9 +1254,11 @@ def api_generate_campaigns():
segment = data.get('segment', '')
sub_niche = data.get('sub_niche', '')
micro_niche = data.get('micro_niche', '')
+ mode = data.get('mode', 'broad')
campaign_name = f"{micro_niche[:200]}" if micro_niche else f"{sub_niche[:200]}"
- prompt = f"""You are an elite Facebook/Instagram ad copywriter specializing in health insurance for HEALTHY SELF-EMPLOYED people.
+ if mode == 'health':
+ prompt = f"""You are an elite Facebook/Instagram ad copywriter specializing in health insurance for HEALTHY SELF-EMPLOYED people.
Micro-niche: {micro_niche}
Path: {segment} → {sub_niche} → {micro_niche}
@@ -824,6 +1295,43 @@ For each campaign, include an "image_prompt" that describes a TEXT-HEAVY ad crea
- The overall emotional tone of the visual (anger, empowerment, relief, curiosity)
The text ON the image should be the STAR. It should feel like a personal callout that makes the ICP say "are they talking about ME?"
+Return ONLY valid JSON array:
+[{{"headline":"...","body":"...","cta":"...","format":"...","objective":"...","targeting":["..."],"image_prompt":"..."}}]"""
+ else:
+ prompt = f"""You are an elite Facebook/Instagram ad copywriter who creates scroll-stopping campaigns for hyper-specific micro-niches.
+
+Industry: {segment}
+Sub-niche: {sub_niche}
+Micro-niche: {micro_niche}
+Path: {segment} → {sub_niche} → {micro_niche}
+
+AUDIENCE: People in this exact micro-niche who feel like no marketer truly understands their specific situation, challenges, and goals. They've seen generic ads a thousand times. They scroll past everything — until something speaks DIRECTLY to them.
+
+CREATE 10 ad campaigns. Each must make the reader FEEL something powerful:
+- The frustration of being misunderstood by generic solutions in their space
+- The excitement of discovering something built specifically for THEM
+- The "wait, someone actually gets my situation?" moment
+- The fear of missing out on an opportunity their competitors might find first
+- The pride of being part of a specific community/niche
+- The relief of finally finding the right approach for their exact needs
+
+RULES:
+- Headlines: Under 40 chars. Punchy. Personal. Make them stop scrolling.
+- Body: 2-3 sentences. Conversational. Like talking to a friend who's in the same industry and GETS IT. NOT corporate. NOT salesy. Real talk that resonates with this specific audience.
+- Every campaign must feel like it was written by someone who deeply understands the {segment} industry and specifically this micro-niche
+- Mix formats: Single Image, Carousel, Video, Story, Reel
+- Mix objectives: Lead Gen, Traffic, Conversions, Awareness
+- Targeting: 3-4 hyper-specific criteria per campaign
+- Use industry-specific language, pain points, and aspirations
+
+IMAGE PROMPTS — THIS IS CRITICAL:
+For each campaign, include an "image_prompt" that describes a TEXT-HEAVY ad creative where 60-80% of the image is BOLD TEXT. The image should look like a finished, scroll-stopping Facebook ad. Describe:
+- The EXACT large text that should appear on the image (a direct callout to the target audience)
+- The color scheme (high contrast — dark bg with bright text, or bold color blocks)
+- A small supporting visual element (icon, silhouette, or lifestyle image taking up 20-30% of the space)
+- The overall emotional tone of the visual
+The text ON the image should be the STAR. It should feel like a personal callout that makes the target person say "are they talking about ME?"
+
Return ONLY valid JSON array:
[{{"headline":"...","body":"...","cta":"...","format":"...","objective":"...","targeting":["..."],"image_prompt":"..."}}]"""
@@ -833,18 +1341,18 @@ Return ONLY valid JSON array:
if text.startswith('```'): text = text.split('\n',1)[1].rsplit('```',1)[0].strip()
campaigns = json.loads(text)[:10]
- # Save to DB (use existing schema with name column)
+ # Save to DB
conn = get_db()
cur = conn.cursor()
+ campaign_data = {'campaigns': campaigns, 'mode': mode}
cur.execute(
"INSERT INTO campaigns (user_id, name, industry, sub_niche, micro_niche, campaign_data) VALUES (%s, %s, %s, %s, %s, %s) RETURNING id",
- (session['user_id'], campaign_name, segment, sub_niche, micro_niche, json.dumps({'campaigns': campaigns}))
+ (session['user_id'], campaign_name, segment, sub_niche, micro_niche, json.dumps(campaign_data))
)
campaign_id = cur.fetchone()[0]
conn.commit()
cur.close(); conn.close()
- # Return campaigns immediately — images generated on-demand via separate endpoint
for c in campaigns:
c['image_url'] = None
@@ -855,17 +1363,23 @@ Return ONLY valid JSON array:
traceback.print_exc()
return jsonify({'ok': False, 'error': str(e)[:300]})
-# Background image generation (one at a time)
-import threading
+
+# ============ BACKGROUND IMAGE GENERATION ============
+
_image_gen_lock = threading.Lock()
_image_gen_active = {} # campaign_id -> True if generating
-def _bg_generate_image(campaign_id, user_id, camp_index, camps):
+def _bg_generate_image(campaign_id, user_id, camp_index, camps, mode='broad'):
"""Generate one image in background thread."""
try:
camp = camps[camp_index]
- img_prompt = camp.get('image_prompt', 'Health insurance ad')
- full_prompt = f"Create a bold, eye-catching Facebook ad image that is 60-80% large text. The text should directly call out the target audience and make them stop scrolling. Style: modern, high contrast, vibrant colors (dark background with bright text OR bold color blocks). The text should be the MAIN element — big, punchy, impossible to ignore. Small lifestyle image or icon in the corner as supporting visual. Think Instagram quote card meets direct response ad. Here's the concept: {img_prompt}"
+ img_prompt = camp.get('image_prompt', 'Bold ad creative')
+
+ if mode == 'health':
+ full_prompt = f"Create a bold, eye-catching Facebook ad image that is 60-80% large text. The text should directly call out the target audience and make them stop scrolling. Style: modern, high contrast, vibrant colors (dark background with bright text OR bold color blocks). The text should be the MAIN element — big, punchy, impossible to ignore. Small lifestyle image or icon in the corner as supporting visual. Think Instagram quote card meets direct response ad. Here's the concept: {img_prompt}"
+ else:
+ full_prompt = f"Create a bold, eye-catching Facebook ad image that is 60-80% large text. The text should directly call out the target audience and make them stop scrolling. Style: modern, high contrast, vibrant colors (dark background with bright text OR bold color blocks). Professional and industry-appropriate. The text should be the MAIN element — big, punchy, impossible to ignore. Small supporting visual element (icon, silhouette, or relevant imagery) in the corner. Think Instagram quote card meets direct response ad. Here's the concept: {img_prompt}"
+
filename = generate_ad_image(full_prompt, campaign_id)
if filename:
conn = get_db()
@@ -882,6 +1396,7 @@ def _bg_generate_image(campaign_id, user_id, camp_index, camps):
finally:
_image_gen_active.pop(campaign_id, None)
+
@app.route('/api/campaign-images/