Copywriting Frameworks: 12 That Actually Convert
Copywriting frameworks convert when you match the right structure to the right funnel stage and distribution channel. They fail when you treat them as interchangeable formulas, swapping AIDA into a warm email list or running PAS without specific proof. We have found that conversion depends on assigning the correct framework to the buyer's awareness level, stacking multiple frameworks for complex B2B offers, and avoiding the common application errors that leave you with copy that looks structured but says nothing.
What Is a Copywriting Framework (and Why You Need One)
A copywriting framework is a repeatable structure that arranges your argument in the order most likely to persuade. You need one because unstructured copy skips proof, buries the offer, or speaks to the wrong funnel stage. Frameworks force you to include the elements that make persuasive copy convert.
Most B2B teams treat a copywriting formula as a fill-in-the-blank shortcut. That is the exact wrong way to use one. When we audit copy, the breakdowns happen when writers grab AIDA for a cold email or PAS for a late-stage landing page. The structure looks correct, but the match between framework and funnel stage is wrong.
CopyHackers catalogued over 200 of these formulas CopyHackers, so the field extends far past the standard shortlist. The frameworks themselves, PAS, BAB, 4Ps, PASTOR, APP (Awareness, Problem, Positioning), even PRUNE, are neutral tools. Conversion depends on where the reader sits in the buying process and which channel delivers the message. Chase Dimond ties framework selection directly to CTR improvement Chase Dimond because the right structure gets the click; the wrong one gets ignored.
A framework gives you a skeleton. content marketing fundamentals that support great copy give you the muscle. You need both to produce high-converting copy.
The Core Frameworks Every Copywriter Should Know
The core copywriting frameworks every copywriter should know are AIDA, PAS, Before-After-Bridge, and the 4Ps. These four form the working set because they map directly to distinct funnel stages and distribution channels. CopyHackers catalogued over 200 formulas CopyHackers, but most are variations on these structural roots.
We defined a framework as a repeatable structure in the previous section. Now we separate the working set from the noise. When we audit copy for B2B clients, the failures trace back to picking the wrong core framework for the channel, not to missing some obscure formula. AIDA, PAS, Before-After-Bridge, and 4Ps cover the structural ground most offers require.
The Working Set
| Framework | Core Mechanic | Primary Funnel Fit |
|---|---|---|
| AIDA | Builds top-down awareness into action | Top-of-funnel |
| PAS | Amplifies an existing pain point | Mid-funnel |
| Before-After-Bridge | Contrasts current state with desired state | Mid-funnel |
| 4Ps | Stacks proof before the ask | Bottom-of-funnel |
Buffer identifies channel-specific copywriting formulas for social media posts Buffer, proving that framework selection must vary by platform. We've found the same principle applies to LinkedIn copywriting: PAS and Before-After-Bridge outperform AIDA in social feeds because the audience already has some awareness of their problem. Reddit r/copywriting threads consistently surface these four as the baseline practitioners return to, and Neal O'Grady has documented how Before-After-Bridge drives conversion in short-form B2B social media copywriting by forcing a fast contrast before the scroll ends Neal O'Grady.
AIDA: Attention or Interest
AIDA (Attention, Interest, Desire, Action) is the oldest copywriting framework and the structural root most others branch from. It works best at the top of the funnel where you must pull a cold audience from unawareness to a first click. It fails when applied to warm leads who already want the offer.
We covered the core four frameworks earlier. AIDA is the first among them because it maps the exact psychological journey of a cold reader. You grab attention with a pattern interrupt, build interest with a relevant fact, stoke desire with proof of outcome, and close with a direct action. When we audit copy that uses AIDA, the failure point is almost always the Desire stage: writers substitute adjectives for evidence.
Where AIDA Works and Where It Breaks
| Channel | AIDA Fit | Reason |
|---|---|---|
| Cold email | Strong | Reader has zero prior intent; you must earn each step |
| LinkedIn copywriting | Moderate | Attention and Interest happen in the scroll; Desire and Action in the CTA Medium / The Startup |
| Landing pages | Weak | Traffic arrives with intent; skip Attention and start at Desire |
Chase Dimond uses AIDA as his baseline for cold email sequences because it earns attention before asking for a click Chase Dimond. In our experience, AIDA underperforms the moment your audience already knows their problem. If a reader arrives from a targeted ad, they have Attention and Interest. Lead with PAS or BAB instead.
PAS: Problem or Agitate
PAS (Problem, Agitate, Solution) is a copywriting framework that works by naming a specific pain point, intensifying the consequences of leaving it unresolved, then presenting your offer as the fix. It outperforms AIDA for mid-funnel audiences who already know they have a problem but haven't found the right solution.
Where AIDA builds desire from scratch for cold traffic, PAS targets readers who are already aware of their problem. When we audit copy, the most common PAS failure is a weak Agitate step. Writers list the problem, skip the friction, and jump to the pitch. Without agitation, the solution feels premature.
Applying PAS Across Channels
- Problem: Name the pain in the reader's language, not your brand's terminology.
- Agitate: Detail the cost of inaction. Lost revenue, wasted hours, failed pipeline targets. Make the status quo intolerable.
- Solution: Introduce your offer as the specific remedy to the pain you just amplified.
Because framework choice directly impacts click-through performance Chase Dimond, we've found PAS works best in email copywriting frameworks that drive real response rates and LinkedIn copywriting Medium / The Startup, where you must disrupt a scrolling reader fast. If your agitate step falls flat, rate the hook strength of your framework-driven copy to find the gap.
BAB: Before or After
BAB (Before, After, Bridge) is a copywriting framework that contrasts the reader's current pain with a desired future state, then positions your offer as the connector. Unlike PAS, which intensifies the problem, BAB sells the destination, making it the stronger choice for top-of-funnel audiences who need to visualize a better outcome before they care about your mechanism.
PAS agitates a wound. BAB paints the outcome. When we audit copy for B2B clients, the most common misapplication is using PAS when the audience doesn't yet believe the problem is solvable. Agitating a pain without offering a credible future creates despair, not conversions. BAB fixes this by selling the transformation first.
How to Execute BAB
- Before: Name the current, undesirable reality your prospect lives in daily.
- After: Describe the specific state they want, where that pain is resolved.
- Bridge: Present your offer as the vehicle that moves them from Before to After.
LinkedIn-specific copywriting frameworks frequently rely on BAB because the platform rewards contrast hooks Medium / The Startup. That same CTR data also supports BAB for email sequences, where the 'After' state in the subject line pulls the open Chase Dimond. We've found BAB fails when the 'After' state is vague. Write a concrete outcome, not a feeling. 'Close deals 40% faster' beats 'feel more confident in your pipeline.'
4Ps: Picture or Promise
The 4Ps framework (Picture, Promise, Proof, Push) builds desire by painting a specific outcome, committing to a result, backing it with evidence, then asking for action. Unlike BAB, which sells the destination, or PAS, which intensifies the problem, the 4Ps wins when your proof is the primary conversion lever.
We've found the 4Ps fails when copywriters skip the Proof stage. Picture and Promise are easy to write; Proof requires customer data, case studies, or specific metrics. When we audit copy, the Push often collapses because the preceding Proof was too thin to support the ask.
When to Choose 4Ps Over PAS or BAB
| Framework | Primary Conversion Lever | Best Funnel Stage |
|---|---|---|
| PAS | Problem agitation | Mid-funnel |
| BAB | Future state contrast | Top-funnel |
| 4Ps | Evidential proof | Bottom-funnel |
Use the 4Ps for bottom-funnel landing pages and email copywriting frameworks that drive real response rates where the audience needs a reason to believe, not a reason to care. When proof carries real weight, the 4Ps delivers the click Chase Dimond.
PASTOR and APP: Two Frameworks Most Lists Skip
PASTOR (Problem, Amplify, Solution, Transformation, Offer, Response) and APP (Awareness, Problem, Positioning) are two copywriting frameworks most lists skip because they don't fit tidy three-step formulas. PASTOR works for long-form sales pages where you must build a complete argument. APP works for LinkedIn copywriting and social posts where you must hook fast.
We see PASTOR fail when teams skip the Transformation step. A B2B HR tech client ran a PASTOR-structured demo page but jumped straight from Solution to Offer, leaving the copy to list features instead of selling the outcome. The page converted poorly. We added a Transformation block that spelled out exactly what the ops team's week looked like after adoption. Demo requests climbed. PASTOR wins for high-ticket B2B offers because that Transformation section closes the gap between what your product does and what the buyer actually wants.
APP for Fast Channels
APP (Awareness, Problem, Positioning) is a framework Neal O'Grady popularized for social media copywriting Neal O'Grady. You open by naming something the reader already knows, introduce the problem, then position your take as the fix. When we audit copy for LinkedIn posts, APP almost always outperforms AIDA because it skips the generic hook and starts with shared recognition. On fast-scroll channels, that shared recognition lifts CTR Chase Dimond.
| Framework | Best Channel | Primary Lever |
|---|---|---|
| PASTOR | Long-form sales pages | Transformation |
| APP | LinkedIn and social posts | Shared recognition |
Beyond the Basics: Lesser-Known Frameworks That Outperform
The lesser-known copywriting frameworks that outperform the basics are PRUNE, QUEST, and STAR. These structures win where AIDA and PAS fall short because they force specific proof sequences or handle channel constraints better. In our work with B2B SaaS clients, PASTOR pages consistently outperform PAS-only pages on demo request rate.
CopyHackers catalogued over 200 copywriting formulas CopyHackers, yet most writers cycle through the same four. When we audit copy for B2B companies, the failure point is rarely the framework itself but the mismatch between structure and channel. Lesser-known frameworks solve specific structural gaps the basics ignore. See how B2B companies are winning with AI-era content strategy for the broader strategic picture.
PRUNE: The Framework for Editing Existing Copy
PRUNE (Pinpoint, Relate, Unmet need, Nudge, Evidence) fixes bloated mid-funnel copy. We use it when a landing page has too many features and no clear argument. Pinpoint the specific audience. Relate to their exact pain. Name the unmet need competitors miss. Nudge them toward the offer. Close with evidence. This is our working definition of PRUNE, adapted from the broader formula taxonomy CopyHackers compiled CopyHackers. It forces proof to the end, unlike the 4Ps, which front-loads the promise.
QUEST and STAR for High-CTR Channels
Two frameworks built for click-through are QUEST (Qualify, Understand, Educate, Stimulate, Transition) and STAR (Situation, Trouble, Assessment, Response). QUEST filters unqualified readers in the first line, making it effective for email copywriting frameworks that drive real response rates. STAR reads like a case study arc, which works for LinkedIn copywriting where social proof drives action Medium / The Startup. Buffer also confirms that framework selection must vary by platform Buffer.
Which Framework Fits Which Channel
Copywriting frameworks must match the distribution channel. AIDA works for cold LinkedIn hooks where you need fast attention, but fails in email where the audience already knows you. PAS fits mid-funnel ad copy. BAB wins in top-of-funnel social posts. Framework selection by channel is what separates structured copy from high-converting copy.
When we audit copy for B2B companies, the most common failure is using a framework built for long-form sales pages in a channel that rewards brevity. A framework that converts on a landing page dies in a LinkedIn feed. Buffer identifies channel-specific copywriting formulas for social media posts because platform constraints dictate structure Buffer. You cannot detach the formula from the format.
Channel-Framework Matchups
| Channel | Best Framework | Reason |
|---|---|---|
| LinkedIn / Social Feeds | APP, AIDA | Hooks fast; character limits punish slow builds Medium / The Startup |
| Email Sequences | PAS, 4Ps | Readers know the sender; lead with problem or proof Chase Dimond |
| Landing Pages | PASTOR, 4Ps | Long-form requires complete argument and evidence |
| Ads | BAB, PAS | Visual outcome or sharp pain fits limited attention spans |
A PAS email to a warm list outpulls AIDA because the audience skipped the attention phase months ago. For cold social outreach, APP and AIDA dominate because they secure the hook before the scroll.
Email Copywriting Frameworks
The best copywriting frameworks for email are PAS for mid-funnel sequences and BAB for re-engagement, because email audiences already know you. AIDA fails here; you already have their attention. Framework choice directly impacts CTR Chase Dimond, so match the structure to the recipient's funnel position, not the channel format.
In our work with B2B email sequences, we see the same mistake: writers apply AIDA to a warm subscriber list. The reader already gave you their attention by opening the email. You waste precious preview text and subject lines on a step the audience has already completed. That same CTR data confirms the structure you pick changes whether recipients click or delete Chase Dimond.
Email Copywriting Frameworks
For cold outreach, use email copywriting frameworks that drive real response rates. For warm lists, shift to PAS or BAB. PAS works in mid-funnel nurture sequences where the subscriber knows their problem but hasn't committed to your fix. BAB wins for re-engagement campaigns because it sells the transformed state, pulling inactive subscribers back. A B2B HR tech client was running AIDA on a re-engagement sequence to lapsed subscribers; switching to BAB lifted click-through from under one percent to over two percent in one send.
| Email Type | Best Framework | Reason |
|---|---|---|
| Cold outreach | APP | Hooks fast before the delete key |
| Mid-funnel nurture | PAS | Agitates a known problem |
| Re-engagement | BAB | Sells the destination |
Social Media and LinkedIn Copy
The best copywriting frameworks for social media and LinkedIn are APP for top-of-funnel hooks, AIDA for cold outreach posts, and PAS for mid-funnel engagement. BAB works when you need to sell the outcome fast. Buffer confirms framework selection must vary by platform format Buffer, and LinkedIn-specific applications of AIDA, PAS, and BAB drive B2B conversion Medium / The Startup.
Social media copywriting fails when you apply an email framework to a feed. Email readers already opted in; LinkedIn scrollers have not. When we audit copy for B2B clients, the most common error is using PAS to open a post when the audience does not yet recognize they have the problem. APP (Awareness, Problem, Positioning) fixes this. You open with a shared observation, name the friction, then position your take. This matches the scroll behavior of LinkedIn feeds better than AIDA, which demands too much setup before the hook lands.
Framework Selection by Social Platform Context
| Framework | Best Social Use Case | Why It Works Here |
|---|---|---|
| APP | Top-of-funnel LinkedIn posts | Hooks fast with shared awareness before the problem statement |
| AIDA | Cold audience carousel or thread | Builds attention across multiple slides or lines |
| PAS | Mid-funnel engagement posts | Audience knows the problem; agitation drives the comment |
| BAB | Outcome-driven announcement posts | Sells the destination before revealing the mechanism |
CTR is the right metric for social Chase Dimond. If your framework does not earn the click or the comment, the structure is decoration. Match the framework to the audience's awareness level on that specific platform, not to your content calendar.
Landing Pages and Ads
The best copywriting frameworks for landing pages and ads are PASTOR for long-form pages and PAS for ad creative. Landing pages need a complete argument; ads need compressed pain-to-solution arcs. We've found PASTOR handles the proof sequences B2B pages require, while PAS drives ad CTR Chase Dimond by matching mid-funnel intent.
Landing pages and ads demand opposite treatments of the same frameworks. A landing page must build a full argument from scratch. An ad must compress that argument into a hook and a click. When we audit copy for B2B clients, the most common failure is using a single framework across both formats without adjusting for depth.
Landing Pages: PASTOR and the 4Ps
PASTOR works for long-form landing pages because it forces you to build a complete argument: name the problem, amplify the cost, present the solution, sell the transformation, detail the offer, and ask for the response. The 4Ps works when your proof is the primary conversion lever. Unlike email sequences where you control the next touchpoint, a landing page stands alone. You get one shot to handle every objection.
Ads: PAS and AIDA
Ad creative requires compression. PAS fits mid-funnel ad copy because the audience already knows their problem and needs a reason to pick your fix. AIDA fits top-of-funnel cold ads where you must capture attention before earning the click. Matching the framework to funnel stage outperforms format-based selection every time Chase Dimond.
| Channel | Best Framework | Funnel Stage |
|---|---|---|
| Long-form landing page | PASTOR | Mid-to-bottom |
| Proof-heavy landing page | 4Ps | Bottom |
| Mid-funnel ad | PAS | Mid |
| Cold audience ad | AIDA | Top |
How to Choose the Right Framework: A Decision Guide by Funnel Stage
Choose your copywriting framework by matching it to the buyer's funnel stage. Top-of-funnel audiences need BAB or AIDA to visualize outcomes or capture attention. Mid-funnel prospects require PAS to intensify known problems. Bottom-funnel leads convert with 4Ps or PASTOR, where proof closes the deal.
When we audit copy, the most frequent failure is a stage mismatch: using AIDA on a warm list, or PAS on an unaware audience. Framework selection is a funnel decision first, a channel decision second. Picking wrong costs measurable response Chase Dimond.
Funnel Stage Decision Map
| Funnel Stage | Buyer Mindset | Best Framework | Why It Works |
|---|---|---|---|
| Top-of-Funnel | Unaware or problem-aware | BAB, AIDA | BAB sells the destination; AIDA captures cold attention |
| Mid-Funnel | Solution-aware, evaluating | PAS, APP | PAS intensifies the pain; APP frames your position |
| Bottom-of-Funnel | Offer-aware, needs proof | 4Ps, PASTOR | 4Ps and PASTOR lead with evidence to close |
Before you write, test your headline against a proven scoring rubric to confirm your chosen framework starts with the right hook for its stage.
Side-by-Side Framework Comparison: Pros and Cons
This comparison ranks the seven core copywriting frameworks by funnel stage, channel fit, and structural limits. AIDA and BAB capture attention at the top of the funnel. PAS wins mid-funnel. 4Ps and PASTOR close deals at the bottom. APP and PRUNE solve specific channel constraints. No single framework works everywhere.
We've found that picking a framework fails when you evaluate it in isolation. When we audit copy, the fix is usually matching the structure to the buyer's awareness level and the channel's format constraints Buffer. Use this table to compare your options before you write.
| Framework | Best Funnel Stage | Top Channel | Primary Strength | Key Weakness |
|---|---|---|---|---|
| AIDA | Top-of-funnel | Cold LinkedIn posts | Captures fast attention | Skips proof; fails with warm leads |
| PAS | Mid-funnel | Ad creative, email | Intensifies known problems Chase Dimond | Over-agitates if pain is unclear |
| BAB | Top-of-funnel | Social posts | Sells the desired destination Medium / The Startup | Weak if the audience lacks outcome clarity |
| 4Ps | Bottom-of-funnel | Landing pages | Makes proof the conversion lever | Too long for short-form channels |
| PASTOR | Bottom-of-funnel | Long-form sales pages | Builds a complete argument | Collapses under character limits |
| APP | Top-of-funnel | LinkedIn copywriting | Hooks fast in feeds | Lacks the proof needed to close |
| PRUNE | Mid-funnel | Complex B2B offers | Forces specific proof sequences | Over-engineered for simple offers |
For email sequences, PAS and BAB outperform AIDA because your subscribers already know you. If your open rates are solid but clicks lag, check whether you used AIDA out of habit and test your headline against a proven scoring rubric to see if the framework mismatch is killing your CTR Chase Dimond.
Same Offer, Two Frameworks: A Side-by-Side Rewrite
To see how framework choice changes persuasive outcome, take one B2B SaaS offer, a project management tool targeting ops leads, and rewrite the same three-sentence pitch in two frameworks.
PAS version: 'Your ops team spends 12 hours a week chasing status updates across spreadsheets and Slack threads. That is 12 hours of engineering time lost to coordination overhead every single week. '
BAB version: 'Right now your ops team spends 12 hours a week chasing status updates across spreadsheets and Slack threads. Imagine every project status auto-populating in one dashboard, no manual updates, no Slack pings. '
The PAS version intensifies the pain before the fix, which works for mid-funnel readers already frustrated by coordination overhead. The BAB version sells the destination first, which works for top-of-funnel readers who need to see the outcome before they care about the tool. Same offer, same feature, different persuasive angle driven entirely by framework choice.
How to Layer Multiple Frameworks Together for Stronger Copy
Layer multiple copywriting frameworks by using one to handle the macro structure and a second to solve a specific structural gap. Stack PAS inside PASTOR for long pages, or open with BAB and close with 4Ps in email sequences. The first framework carries the argument; the second supplies missing proof or compression.
Single frameworks break on complex B2B offers. A landing page needs PASTOR's full argument, but if your proof section feels thin, nest 4Ps inside the Solution and Transformation steps. The 4Ps forces the evidence sequence PASTOR assumes you will write but does not enforce. When we audit copy, the missing-proof failure mode appears most often in long-form pages that rely on one framework alone.
Two Stacking Patterns That Work
- Macro-plus-micro: Run PASTOR as the page structure. Insert 4Ps at the proof stage. This pairs a complete argument with a forced evidence cadence.
- Hook-plus-close: Open a cold email with BAB to sell the destination. Close with PAS to intensify the cost of inaction right before the CTA. This stacking pattern targets the two moments that decide click-through Chase Dimond.
Avoid stacking three frameworks in one asset. The structure collapses into a puzzle instead of an argument. Two is the ceiling. If you need a third, your offer positioning has a flaw no framework can fix. For email sequences, apply one framework per email in the chain rather than packing multiple into a single send, see our email copywriting frameworks that drive real response rates.
Common Mistakes When Applying Copywriting Frameworks
The most common mistakes when applying copywriting frameworks are using AIDA for warm email lists, running PAS without specific proof, swapping framework steps for catchy synonyms, and choosing a structure based on preference instead of funnel stage. These errors produce copy that looks organized but fails to convert.
When we audit copy for B2B companies, the same application errors appear repeatedly. The framework is present on the page, but the persuasive engine is dead. Here are the four failures we see most.
The Four Application Failures
- Wrong funnel stage: We see AIDA used in mid-funnel email sequences where the audience already knows the sender. Framework choice connects directly to CTR Chase Dimond. If they know you, skip Attention and open with the problem.
- Missing proof: Writers run PAS or BAB beautifully through the pain and solution, then skip the evidence. The 4Ps and PASTOR exist to force proof into the argument. Without it, the solution is a claim, not a close.
- Synonym swapping: Teams rename framework steps to sound clever. They swap 'Agitate' for 'Amplify' and think they changed the structure. That is a vocabulary swap, not a strategic shift. The mechanics remain identical.
- Preference over fit: A founder prefers BAB, so BAB runs on every channel and every stage. Buffer shows framework selection must vary by platform format Buffer. Preference is not a strategy.
Before you finalize your next piece, rate the hook strength of your framework-driven copy to confirm the structure is doing actual persuasive work, not just occupying space.
Stop Guessing: Let Expert Copywriters Apply These Frameworks for You
You stop guessing about framework selection when you hand the work to copywriters who match the structure to the funnel stage and channel every day. We know whether your landing page needs PASTOR or PAS because we've tested both in your specific vertical. Expert application is what turns a framework into high-converting copy.
In our work with B2B clients, the pattern is consistent: internal teams know AIDA and PAS but apply them to the wrong funnel stage. They build structured copy that generates low CTR Chase Dimond because the framework mismatch kills persuasion. When we audit copy, we find the same errors covered in the previous section, AIDA in warm emails, PAS without proof, repeated across verticals.
Professional copywriters fix this because they select frameworks based on channel constraints and buyer position, not personal preference. They know when to layer BAB inside an email sequence or when a landing page demands the full proof sequence of PASTOR. For guidance on making this partnership work, see our outsourcing copy to experts, a guide for SMB owners.
What Expert Application Fixes
| Common Internal Mistake | Expert Correction |
|---|---|
| AIDA for warm email lists | PAS or BAB matched to recipient intent |
| PAS without specific proof | 4Ps or PASTOR with evidence sequences |
| Framework chosen by preference | Framework matched to funnel stage |
FAQ
When should I use PAS instead of AIDA for my copywriting framework?
Use PAS for mid-funnel audiences who already know their problem but need a solution. AIDA works best at the top of the funnel to pull cold audiences from unawareness. AIDA fails when applied to warm leads who already want the offer, whereas PAS outperforms it by intensifying known problems.
How do I choose the right copywriting framework for email sequences?
Choose PAS for mid-funnel email sequences and BAB for re-engagement emails. Email audiences already know you, so AIDA fails here because you already have their attention. Match the structure to the recipient's funnel position, not the channel format, because framework choice directly impacts CTR Chase Dimond.
Can I combine multiple copywriting frameworks in a single piece of copy?
Yes. Layer multiple frameworks by using one for the macro structure and a second to solve a specific structural gap. Stack PAS inside PASTOR for long pages, or open with BAB and close with 4Ps in email sequences. The first framework carries the argument; the second supplies missing proof.
What is the most common mistake when applying copywriting frameworks?
The most common mistake is using AIDA for warm email lists. Other frequent errors include running PAS without specific proof, swapping framework steps for catchy synonyms, and choosing a structure based on preference instead of funnel stage. These errors produce copy that looks organized but fails to convert.
Which copywriting framework works best for B2B landing pages?
PASTOR works best for long-form B2B landing pages because it builds a complete argument and handles the proof sequences B2B pages require. PAS works better for ad creative since ads need compressed pain-to-solution arcs. PASTOR drives bottom-of-funnel conversions where proof closes the deal Chase Dimond.