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How LLMs Use G2, Capterra, and Trustpilot for SaaS Citations

Brands with profiles on G2, Capterra, and Trustpilot are cited 3x more often in ChatGPT answers. The 2026 listing checklist after the G2/Gartner merger.

April 18, 202612 min read

What Triggers a Quora Edit Block in 2026

Quora's 2026 edit block is triggered by four specific patterns: cadence, link ratio, BNBR sentiment, and CQS-style reputation signals. Here is the decoder.

April 16, 20268 min read

Quora Upvote Velocity: Why the First 2 Hours Decide Your Ranking

Quora's ML reranker re-weights your answer twice in the first two hours. Here is why early high-reputation upvotes compound and late votes decay.

April 16, 202610 min read

The Reddit 12.5-Hour Time Decay Rule, Explained

Reddit's hot formula subtracts the equivalent of 10× your vote score every 12.5 hours. Here is where the 45000 constant comes from and what it means for scheduling.

April 16, 20268 min read

How to Respond to a Negative Review on Reddit (Without Making It Worse)

The first hour decides whether a negative Reddit review fades or compounds. Here is the operator response protocol - disclosure format, public-vs-DM rules, and when silence wins.

April 16, 202612 min read

Press Releases vs Editorial Placement for AI Visibility

Syndicated press releases get cited in 0.04% of AI answers. Editorial placements drive the other 82%. The 2026 data on where PR budget actually moves the needle.

April 16, 202611 min read

Will Buying Product Hunt Upvotes Get You Banned? (Honest 2026 Answer)

Yes, and more often your votes get cleared and your product gets unfeatured. Here is how Product Hunt actually detects bought upvotes in 2026.

April 16, 202610 min read

Is Quora Dying in 2026? The Numbers, Honestly

Quora's monthly traffic is down 28% year over year and it ranks as the #4 most-cited domain in Google AI Mode. Both things are true. Here is the operator read.

April 16, 20269 min read

Reddit Contributor Quality Score: What Actually Moves It

Reddit CQS moves on trust signals, not vanity metrics. Here is what Reddit confirms, what moderators can do with it, and the 14-day protocol that lifts a weak account fastest.

April 15, 202612 min read

AI Hallucinates Wrong Facts About My Brand — The First 48 Hours

ChatGPT is telling your prospects something false about your company. Here is the hour-by-hour incident response playbook for the first 48 hours, from confirmation to containment to durable fix.

April 14, 202611 min read

Why Every OnlyFans Creator Gets Shadowbanned on Reddit at Week 3 (Reset Protocol)

The week-3 shadowban is not bad luck. It is a predictable pattern Reddit's spam filter runs on every new OnlyFans creator account. Here is why it fires, the reset protocol, and the warmup that avoids it next time.

April 14, 20268 min read

How to Write the Product Hunt First Comment (150-250 Word Template)

70% of Product of the Day winners have a maker first comment. Products with strong first comments average 166% more upvotes. Here is the 150-250 word template that actually hits both numbers.

April 14, 20269 min read

How LLMs Use G2, Capterra, and Trustpilot for SaaS Citations

Brands with profiles on G2, Capterra, and Trustpilot are cited 3x more often in ChatGPT answers. The 2026 listing checklist after the G2/Gartner merger.

April 18, 202612 min read

What Triggers a Quora Edit Block in 2026

Quora's 2026 edit block is triggered by four specific patterns: cadence, link ratio, BNBR sentiment, and CQS-style reputation signals. Here is the decoder.

April 16, 20268 min read

Quora Upvote Velocity: Why the First 2 Hours Decide Your Ranking

Quora's ML reranker re-weights your answer twice in the first two hours. Here is why early high-reputation upvotes compound and late votes decay.

April 16, 202610 min read

The Reddit 12.5-Hour Time Decay Rule, Explained

Reddit's hot formula subtracts the equivalent of 10× your vote score every 12.5 hours. Here is where the 45000 constant comes from and what it means for scheduling.

April 16, 20268 min read

How to Respond to a Negative Review on Reddit (Without Making It Worse)

The first hour decides whether a negative Reddit review fades or compounds. Here is the operator response protocol - disclosure format, public-vs-DM rules, and when silence wins.

April 16, 202612 min read

Press Releases vs Editorial Placement for AI Visibility

Syndicated press releases get cited in 0.04% of AI answers. Editorial placements drive the other 82%. The 2026 data on where PR budget actually moves the needle.

April 16, 202611 min read

Will Buying Product Hunt Upvotes Get You Banned? (Honest 2026 Answer)

Yes, and more often your votes get cleared and your product gets unfeatured. Here is how Product Hunt actually detects bought upvotes in 2026.

April 16, 202610 min read

Is Quora Dying in 2026? The Numbers, Honestly

Quora's monthly traffic is down 28% year over year and it ranks as the #4 most-cited domain in Google AI Mode. Both things are true. Here is the operator read.

April 16, 20269 min read

Reddit Contributor Quality Score: What Actually Moves It

Reddit CQS moves on trust signals, not vanity metrics. Here is what Reddit confirms, what moderators can do with it, and the 14-day protocol that lifts a weak account fastest.

April 15, 202612 min read

AI Hallucinates Wrong Facts About My Brand — The First 48 Hours

ChatGPT is telling your prospects something false about your company. Here is the hour-by-hour incident response playbook for the first 48 hours, from confirmation to containment to durable fix.

April 14, 202611 min read

Why Every OnlyFans Creator Gets Shadowbanned on Reddit at Week 3 (Reset Protocol)

April 14, 20268 min read

How to Write the Product Hunt First Comment (150-250 Word Template)

70% of Product of the Day winners have a maker first comment. Products with strong first comments average 166% more upvotes. Here is the 150-250 word template that actually hits both numbers.

April 14, 20269 min read

How LLMs Use G2, Capterra, and Trustpilot for SaaS Citations

Brands with profiles on G2, Capterra, and Trustpilot are cited 3x more often in ChatGPT answers. The 2026 listing checklist after the G2/Gartner merger.

April 18, 202612 min read

What Triggers a Quora Edit Block in 2026

Quora's 2026 edit block is triggered by four specific patterns: cadence, link ratio, BNBR sentiment, and CQS-style reputation signals. Here is the decoder.

April 16, 20268 min read

Quora Upvote Velocity: Why the First 2 Hours Decide Your Ranking

Quora's ML reranker re-weights your answer twice in the first two hours. Here is why early high-reputation upvotes compound and late votes decay.

April 16, 202610 min read

The Reddit 12.5-Hour Time Decay Rule, Explained

Reddit's hot formula subtracts the equivalent of 10× your vote score every 12.5 hours. Here is where the 45000 constant comes from and what it means for scheduling.

April 16, 20268 min read

How to Respond to a Negative Review on Reddit (Without Making It Worse)

The first hour decides whether a negative Reddit review fades or compounds. Here is the operator response protocol - disclosure format, public-vs-DM rules, and when silence wins.

April 16, 202612 min read

Press Releases vs Editorial Placement for AI Visibility

Syndicated press releases get cited in 0.04% of AI answers. Editorial placements drive the other 82%. The 2026 data on where PR budget actually moves the needle.

April 16, 202611 min read

Will Buying Product Hunt Upvotes Get You Banned? (Honest 2026 Answer)

Yes, and more often your votes get cleared and your product gets unfeatured. Here is how Product Hunt actually detects bought upvotes in 2026.

April 16, 202610 min read

Is Quora Dying in 2026? The Numbers, Honestly

Quora's monthly traffic is down 28% year over year and it ranks as the #4 most-cited domain in Google AI Mode. Both things are true. Here is the operator read.

April 16, 20269 min read

Reddit Contributor Quality Score: What Actually Moves It

Reddit CQS moves on trust signals, not vanity metrics. Here is what Reddit confirms, what moderators can do with it, and the 14-day protocol that lifts a weak account fastest.

April 15, 202612 min read

AI Hallucinates Wrong Facts About My Brand — The First 48 Hours

ChatGPT is telling your prospects something false about your company. Here is the hour-by-hour incident response playbook for the first 48 hours, from confirmation to containment to durable fix.

April 14, 202611 min read

Why Every OnlyFans Creator Gets Shadowbanned on Reddit at Week 3 (Reset Protocol)

April 14, 20268 min read

How to Write the Product Hunt First Comment (150-250 Word Template)

70% of Product of the Day winners have a maker first comment. Products with strong first comments average 166% more upvotes. Here is the 150-250 word template that actually hits both numbers.

April 14, 20269 min read

How LLMs Use G2, Capterra, and Trustpilot for SaaS Citations

Brands with profiles on G2, Capterra, and Trustpilot are cited 3x more often in ChatGPT answers. The 2026 listing checklist after the G2/Gartner merger.

April 18, 202612 min read

What Triggers a Quora Edit Block in 2026

Quora's 2026 edit block is triggered by four specific patterns: cadence, link ratio, BNBR sentiment, and CQS-style reputation signals. Here is the decoder.

April 16, 20268 min read

Quora Upvote Velocity: Why the First 2 Hours Decide Your Ranking

Quora's ML reranker re-weights your answer twice in the first two hours. Here is why early high-reputation upvotes compound and late votes decay.

April 16, 202610 min read

The Reddit 12.5-Hour Time Decay Rule, Explained

Reddit's hot formula subtracts the equivalent of 10× your vote score every 12.5 hours. Here is where the 45000 constant comes from and what it means for scheduling.

April 16, 20268 min read

How to Respond to a Negative Review on Reddit (Without Making It Worse)

The first hour decides whether a negative Reddit review fades or compounds. Here is the operator response protocol - disclosure format, public-vs-DM rules, and when silence wins.

April 16, 202612 min read

Press Releases vs Editorial Placement for AI Visibility

Syndicated press releases get cited in 0.04% of AI answers. Editorial placements drive the other 82%. The 2026 data on where PR budget actually moves the needle.

April 16, 202611 min read

Will Buying Product Hunt Upvotes Get You Banned? (Honest 2026 Answer)

Yes, and more often your votes get cleared and your product gets unfeatured. Here is how Product Hunt actually detects bought upvotes in 2026.

April 16, 202610 min read

Is Quora Dying in 2026? The Numbers, Honestly

Quora's monthly traffic is down 28% year over year and it ranks as the #4 most-cited domain in Google AI Mode. Both things are true. Here is the operator read.

April 16, 20269 min read

Reddit Contributor Quality Score: What Actually Moves It

Reddit CQS moves on trust signals, not vanity metrics. Here is what Reddit confirms, what moderators can do with it, and the 14-day protocol that lifts a weak account fastest.

April 15, 202612 min read

AI Hallucinates Wrong Facts About My Brand — The First 48 Hours

ChatGPT is telling your prospects something false about your company. Here is the hour-by-hour incident response playbook for the first 48 hours, from confirmation to containment to durable fix.

April 14, 202611 min read

Why Every OnlyFans Creator Gets Shadowbanned on Reddit at Week 3 (Reset Protocol)

April 14, 20268 min read

How to Write the Product Hunt First Comment (150-250 Word Template)

70% of Product of the Day winners have a maker first comment. Products with strong first comments average 166% more upvotes. Here is the 150-250 word template that actually hits both numbers.

April 14, 20269 min read