Page Performance → Focus Group

import os, re, requests

WP, MV = os.environ["WORDPRESS_URL"], os.environ["MAVERA_API_KEY"]
MB = "https://app.mavera.io/api/v1"
MH = {"Authorization": f"Bearer {MV}", "Content-Type": "application/json"}
strip_html = lambda h: re.sub(r"\s+", " ", re.sub(r"<[^>]+>", "", h or "")).strip()

posts, page = [], 1
while True:
    resp = requests.get(f"{WP}/wp-json/wp/v2/posts", params={
        "status": "publish", "per_page": 100, "page": page,
        "_fields": "id,title,content,comment_count,date,modified,link"})
    if resp.status_code == 400: break
    resp.raise_for_status()
    batch = resp.json()
    if not batch: break
    posts.extend(batch)
    if page >= int(resp.headers.get("X-WP-TotalPages", 1)): break
    page += 1
print(f"Fetched {len(posts)} posts")

posts.sort(key=lambda p: p.get("comment_count", 0), reverse=True)
cutoff = max(len(posts) // 4, 3)
high, low = posts[:cutoff], [p for p in posts[-cutoff:] if p.get("comment_count", 0) == 0] or posts[-cutoff:]
print(f"High: {len(high)} | Low: {len(low)}")

persona_ids = []
for label, group, desc in [
    ("Engaged Reader", high, "Readers who comment on top-performing content"),
    ("Silent Visitor", low, "Visitors who read low-engagement content but never comment"),
]:
    titles = ", ".join(p["title"]["rendered"] for p in group[:5])
    r = requests.post(f"{MB}/personas", json={"name": f"WordPress {label}", "description": f"{desc}. Posts: {titles}."}, headers=MH)
    r.raise_for_status(); persona_ids.append(r.json()["id"])
    print(f"  Persona: {r.json()['name']} ({r.json()['id']})")

high_s = "\n".join(f"- \"{p['title']['rendered']}\" ({p.get('comment_count',0)} comments)" for p in high[:5])
low_s = "\n".join(f"- \"{p['title']['rendered']}\" ({p.get('comment_count',0)} comments)" for p in low[:5])
fg = requests.post(f"{MB}/focus-groups", json={
    "name": "WordPress Content Performance Analysis", "persona_ids": persona_ids,
    "questions": ["What about high-performing content makes you engage?",
        "Why might low-performing posts fail to hold attention?",
        "What change would make you comment on a post?",
        "How important is the opening paragraph?"],
    "context": f"HIGH:\n{high_s}\n\nExcerpt: {strip_html(high[0]['content']['rendered'])[:400]}\n\n"
               f"LOW:\n{low_s}\n\nExcerpt: {strip_html(low[0]['content']['rendered'])[:400]}",
}, headers=MH)
fg.raise_for_status(); result = fg.json()
print(f"\nFocus group: {result['id']}")
for r in result.get("responses", []):
    print(f"\n[{r['persona_name']}] {r['question']}\n  → {r['answer']}")

const WP = process.env.WORDPRESS_URL, MV = process.env.MAVERA_API_KEY;
const MB = "https://app.mavera.io/api/v1";
const MH = { Authorization: `Bearer ${MV}`, "Content-Type": "application/json" };
const stripHtml = h => (h || "").replace(/<[^>]+>/g, "").replace(/\s+/g, " ").trim();

(async () => {
  const posts = []; let page = 1;
  while (true) {
    const resp = await fetch(`${WP}/wp-json/wp/v2/posts?status=publish&per_page=100&page=${page}&_fields=id,title,content,comment_count,date,modified,link`);
    if (resp.status === 400) break;
    const batch = await resp.json();
    if (!batch.length) break;
    posts.push(...batch);
    if (page >= parseInt(resp.headers.get("X-WP-TotalPages") || "1")) break;
    page++;
  }
  console.log(`Fetched ${posts.length} posts`);

  posts.sort((a, b) => (b.comment_count || 0) - (a.comment_count || 0));
  const cut = Math.max(Math.floor(posts.length / 4), 3);
  const high = posts.slice(0, cut);
  const low = posts.slice(-cut).filter(p => !(p.comment_count || 0));
  const lowGroup = low.length ? low : posts.slice(-cut);

  const personaIds = [];
  for (const [label, group, desc] of [
    ["Engaged Reader", high, "Readers who comment on top content"],
    ["Silent Visitor", lowGroup, "Visitors who read but never comment"],
  ]) {
    const r = await fetch(`${MB}/personas`, { method: "POST", headers: MH,
      body: JSON.stringify({ name: `WordPress ${label}`, description: `${desc}. Posts: ${group.slice(0,5).map(p=>p.title.rendered).join(", ")}.` }) });
    personaIds.push((await r.json()).id);
  }
  const fmt = (arr) => arr.slice(0,5).map(p => `- "${p.title.rendered}" (${p.comment_count||0} comments)`).join("\n");
  const fg = await fetch(`${MB}/focus-groups`, { method: "POST", headers: MH,
    body: JSON.stringify({ name: "WordPress Content Performance Analysis", persona_ids: personaIds,
      questions: ["What about high-performing content makes you engage?", "Why might low-performing posts fail?",
        "What change would make you comment?", "How important is the opening paragraph?"],
      context: `HIGH:\n${fmt(high)}\n\nExcerpt: ${stripHtml(high[0]?.content?.rendered).slice(0,400)}\n\nLOW:\n${fmt(lowGroup)}\n\nExcerpt: ${stripHtml(lowGroup[0]?.content?.rendered).slice(0,400)}` }) });
  const result = await fg.json();
  console.log(`\nFocus group: ${result.id}`);
  for (const r of result.responses || []) console.log(`\n[${r.persona_name}] ${r.question}\n  → ${r.answer}`);
})();