Today’s AI Top Pick: AMRC

8/27/2026 · Contrarian screen · a free sample of K3vl4r’s AI-curated picks.

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Today's pick · ContrarianAMRCBUY NOW8.2 / 108/27/2026

Ameresco (AMRC) offers the cleanest contrarian bounce setup in this pool. The multi-timeframe forecast alignment is strong and consistent: 4h fc_short +36.95%, fc_mid +43.64%, fc_long +33.43%; 1d fc_short +1.73%, fc_mid +30.74%, fc_long +17.2%; and even 1wk turns firmly positive in mid/long (+18.65%/+34.88%). Bullish_prob is 1.0 and near_term_bullish is 0.6. Crucially, price is NOT at the top of the range — position_in_21bar_range_pct is 17.43% (4h), 27.3% (1d), 11.6% (1wk), and dd_from_21bar_high is -17.35%/-20%/-36.63%. That's exactly the 'washed out but stabilizing' geometry the lens is designed to catch, not a chase. Fundamentals back the trade: fund_score 6.5, PEG 0.32, fwdPe 13.01, recom 1.67, targetUpsidePct 96.3%, debtEq 1.63 (manageable), and salesYoY +8.89%. The kicker is the news catalyst — two separate insider-buying headlines dated Aug 26 (a director purchasing 4,625 shares, plus 'shares gap up after insider buying activity'). Insider open-market buying at a -20% drawdown is precisely the kind of confirmation you want before catching a knife. There's a mild StockStory 'three industrials we think twice about' piece, but nothing materially damaging the thesis. Compare to the alternatives: DKS has a monster forecast but was just hit with an earnings miss AND guidance cut on Aug 27 — that headline nukes the setup regardless of RSI 19.6 and fwdPe 9.36. IESC has the highest fund_score (7.25) but weekly forecasts are deeply negative (fc_mid -34.11%, fc_long -49%) and 1h position is 100% of range — worst possible entry timing. KTOS has a SeekingAlpha 'cash burn illusion' hit piece and a savage weekly forecast (-54.99% long). FG is fundamentally cheap (fwdPe 4.72, peg 0.3) but forecast magnitudes are more modest and 1wk fc_short is negative. Why today, not later: AMRC is off the lows on the 1d (recent_21bar_pct +10.36%), the insider buys just printed, and short-horizon 4h forecast is +36.95%. Waiting for a deeper pullback risks missing the bounce that insiders are already front-running. This is the model + fundamentals + catalyst trifecta.

Entry zone

$22.40–$23.10 (scale in around current $22.80; add on any dip toward $22.00)

Stop loss

$20.20 (below the recent 4h swing and gives ~11% risk; a break there invalidates the insider-buy-defended base)

First target

$26.00 (~+14%, aligns with 4h fc_short/fc_mid clustering and prior supply)

Longer target

$30.50–$33.00 (~+34–45%, matches 4h fc_mid +43.64% and 1wk fc_long +34.88%; targetUpsidePct implies further upside)

Risks

Weekly fc_short is still -3.01% — the weekly trend hasn't fully turned; a lower low would break the base
debtEq 1.63 and thin profitMargin 1.4% make AMRC sensitive to rates/financing costs if macro deteriorates
shortFloat 14.09% cuts both ways — a squeeze catalyst but also reflects sustained bearish positioning
1wk dd_from_21bar_high of -36.63% shows the longer trend is still damaged; failure at $26 could mean months of chop
Aug 24 'Industrials Stocks We Think Twice About' mention suggests lingering sell-side skepticism into any rally

Honorable mentions

FGDeep value with fwdPe 4.72, PEG 0.30, RSI 31.4, near_term_bullish 1.0. 4h/1d forecasts +21–30% in mid horizon and position_in_21bar_range 9–12% — very low. Weekly short is slightly negative and news is neutral rather than a catalyst, which is why it's #2 not #1.

AVAVFresh Aug 27 catalyst: $51M Army contract into Q1 earnings. Multi-TF bullish (1h/4h/1d/1wk all positive fc_long), drawdown -22.5%, salesYoY +140.89%. Held back by negative profitMargin -13.41%, no earnings yet, and 1h already at 99.63% of range — better on a pullback.

Full ranking (16)

#	Symbol	Verdict	Score	Read
1	AMRC	BUY NOW	8.2	Insider buying + multi-TF bullish forecasts + low position in range = textbook contrarian entry.
2	FG	BUY NOW	7.5	Deep-value financial (fwdPe 4.72, PEG 0.30) with near_term_bullish 1.0 and 4h/1d fc_mid +24–30%.
3	AVAV	BUY PULLBACK	7.2	Fresh $51M Army contract catalyst but 1h at 99.6% of range — wait for a dip toward $140.
4	TSSI	BUY PULLBACK	6.5	4h/1d forecasts +23–58%, near_term_bullish 0.8, recom 1.0; small-cap and 1wk still bearish.
5	IDN	BUY PULLBACK	6.3	4h fc_mid +124%, 1d fc_mid +88%, position near bottom — but micro-cap and PT was just cut to $5.
6	TYGO	BUY PULLBACK	6.0	Extreme forecasts (4h fc_long +224%) and RSI 27.6, but $80M cap and 1wk drawdown -79% shows a truly broken trend.
7	KTOS	WAIT	5.8	Defense narrative intact but 1wk fc_long -54.99% and SeekingAlpha cash-burn piece caps upside.
8	IESC	WAIT	5.5	Best fundamentals (score 7.25) but 1wk fc_long -49% and 1h at 100% of range — worst entry timing.
9	TGEN	BUY PULLBACK	5.3	4h fc_long +85%, 1d fc_mid +74% but 1wk fc_long -44% and profitMargin -42% — speculative only.
10	NXTC	WAIT	4.8	1wk fc_long +66% and targetUpsidePct 285.9%, but recent EPS miss and pure biotech binary.
11	DKS	AVOID	4.5	Beautiful forecast + RSI 19.6, but Aug 27 earnings MISS and guidance CUT nuke the bounce thesis.
12	ZENA	WAIT	4.3	Only 1wk timeframe available; acquisition news positive but profitMargin -332% and single-TF signal too thin.
13	KAITO-USD	WAIT	4.2	Only 1h data; recent token-unlock overhang is a known drag despite fc_long +73.69%.
14	SHMD	AVOID	3.8	Big forecasts but company just CUT 2026 margin outlook — fundamentals scoring -2.5 for a reason.
15	DCGO	AVOID	3.5	Sub-$40M cap, profitMargin -65%, salesYoY -32% — forecasts are noise on a broken microcap.
16	GXAI	AVOID	3.0	Aug 17 warrant-exercise capital raise = dilution catalyst, and divested its gaming business — story is deteriorating.

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